From 6813dbe40c4d82a425dd2704b549aba7a959243b Mon Sep 17 00:00:00 2001 From: mch <1197100126@qq.com> Date: Sun, 25 Sep 2022 23:05:36 +0800 Subject: [PATCH 1/4] 111 --- README.md | 27 --------------------------- model/用例图.png | Bin 0 -> 36908 bytes 2 files changed, 27 deletions(-) delete mode 100644 README.md create mode 100644 model/用例图.png diff --git a/README.md b/README.md deleted file mode 100644 index 6960314..0000000 --- a/README.md +++ /dev/null @@ -1,27 +0,0 @@ -### 工程简介: - -#### 工程包括PC端以及android端:其中PC端包括AI运算部分以及Web服务部分,android端包括app以及网页部分。上述除Web服务部分均具有手语翻译功能,且均可实现本地运算与云上运算。 - -#### android端包括app及网页部分,在设备算力足够的情况下进行本地运算,如果算力不足则可选择云上运算。如果您想为本项目贡献更多,可以分享您的算力为他人提供运算。android端主要模块如下: - -``` -media_camera()//获取摄像头的视频流 -media_pipe()//获取云上视频流,为他人提供运算 -hands_recegnation()//对手语进行识别,转化为自然语言 -word_show()//在本地输出转化后的自然语言 -word_send()//向云端发送转化后的自然语言,为他人提供运算 -word_input()//本地输入自然语言转化为手语动画 -word_recv()//接收云端的数据转化为手语 -hands_translation()//将输入的自然语言转化为手语数据 -hands_3d()//根据数据生成3d手语动画 -``` - -#### PC端包括AI运算部分以及Web服务部分,AI部分为其它设备提供算力支持,Web服务部分则进行提供android端网页链接及设备算力共享服务。PC端主要模块如下: - -``` -包含android所有算力共享服务 -nginx-rtmp()//提供视频流传输服务 -load_alancing()//负载均衡,为算力共享设备选择提供服务 -Webserver()//为网页提供后端支持 -``` - diff --git a/model/用例图.png b/model/用例图.png new file mode 100644 index 0000000000000000000000000000000000000000..d19fd7e388f79dc7268ecdcfce96a5c9657084ba GIT binary patch literal 36908 zcmeFZg;$i@-#1LDlrVI63rH%RLpKA0v~);Hx708+$OzIBgQ7?&Agy$VqKI^NcfXtS zi~D(>`~4H%wOH$%bztV&*N*T0)c3^bXer;vrN%`=L%Xl4q5wlf!+@fpq1R#G1^*@C z55GV72f8OrSstxykai6XjS)>%K~CS#d^6|X8&bu;T{G)O&vZ%KER_`76*jlo);-)G zaK2HAeIw9kFFPcZpKCPaHBUu=835NK($dn#d7w1!Gf?%C{(+Jfq#pxsb9?lpack6k zhyU|LYM|Zqk>o-DHv_*7Ln*17vVaX=v|=gXoY0xwLx-UK`zM^TRq=m* z{{xE=t`=}Q;{V^@BbZDv|N8}OnrK$)4col-3430HLm9E%i{Nc^_b7zA|_b4vG+T1noA4cCu7F*n5f%Ej8QxMTj zm6=J@FQu7u*Z4;{_brMNn0XF7`r@-?e7(>I>$QG`9^UxxeE=cF2);OWF*7llc*6B7 zVG7EeqGA|AA-|c7LlXs=;YOulGkrLcAma6)wTH5=^C87?DsoLBNd&Tt3h2elB&EgE*~L*PnDqDV+J)r0vYkOs-b;lvsYWq6LE}xPyb)FUU*flQb4iiQn|pk59v6HC 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z*`zx9rf1*jpK~>zZ0yth`1oHN3ZTH**Q>s4BQ(EB{buuujhnsl1)( Date: Thu, 24 Nov 2022 12:02:19 +0800 Subject: [PATCH 3/4] 111 --- src/p2/README.md | 2 + src/p2/demo2.py | 99 ++++ src/p2/hans.js | 153 ++++++ src/p2/info.db | Bin 0 -> 20480 bytes src/p2/model_unquant.tflite | Bin 0 -> 2090332 bytes src/p2/sqltools/insert_trans.py | 139 ++++++ src/p2/sqltools/insert_xyz.py | 78 +++ src/p2/sqltools/sqliteinsert.py | 20 + src/p2/sqltools/sqlites.py | 15 + src/p2/test.py | 32 ++ src/p2/test_video.py | 76 +++ src/p2/tools/calculator_profile_pb2.py | 607 +++++++++++++++++++++++ src/p2/tools/mediapipe_options_pb2.py | 64 +++ src/p2/tools/packet_factory_pb2.py | 165 ++++++ src/p2/tools/packet_generator_pb2.py | 146 ++++++ src/p2/tools/status_handler_pb2.py | 95 ++++ src/p2/tools/stream_handler_pb2.py | 135 +++++ src/p2/tools/test_calculators_pb2.py | 113 +++++ src/p2/tools/thread_pool_executor_pb2.py | 138 ++++++ src/p2/train.py | 115 +++++ 20 files changed, 2192 insertions(+) create mode 100644 src/p2/README.md create mode 100644 src/p2/demo2.py create mode 100644 src/p2/hans.js create mode 100644 src/p2/info.db create mode 100644 src/p2/model_unquant.tflite create mode 100644 src/p2/sqltools/insert_trans.py create mode 100644 src/p2/sqltools/insert_xyz.py create mode 100644 src/p2/sqltools/sqliteinsert.py create mode 100644 src/p2/sqltools/sqlites.py create mode 100644 src/p2/test.py create mode 100644 src/p2/test_video.py create mode 100644 src/p2/tools/calculator_profile_pb2.py create mode 100644 src/p2/tools/mediapipe_options_pb2.py create mode 100644 src/p2/tools/packet_factory_pb2.py create mode 100644 src/p2/tools/packet_generator_pb2.py create mode 100644 src/p2/tools/status_handler_pb2.py create mode 100644 src/p2/tools/stream_handler_pb2.py create mode 100644 src/p2/tools/test_calculators_pb2.py create mode 100644 src/p2/tools/thread_pool_executor_pb2.py create mode 100644 src/p2/train.py diff --git a/src/p2/README.md b/src/p2/README.md new file mode 100644 index 0000000..2f30bb3 --- /dev/null +++ b/src/p2/README.md @@ -0,0 +1,2 @@ +# work1 + diff --git a/src/p2/demo2.py b/src/p2/demo2.py new file mode 100644 index 0000000..53d43bd --- /dev/null +++ b/src/p2/demo2.py @@ -0,0 +1,99 @@ +import os +import tensorflow as tf +train_dataset_url = "https://storage.googleapis.com/download.tensorflow.org/data/iris_training.csv" +file_url = "file:///home/smj/Work/mhand/test.csv" +train_dataset_fp = tf.keras.utils.get_file(fname=os.path.basename(train_dataset_url), + origin=train_dataset_url) + +print("Local copy of the dataset file: {}".format(train_dataset_fp)) +# column order in CSV file + +class_names = ['Iris setosa', 'Iris versicolor', 'Iris virginica'] + +batch_size = 32 + +train_dataset = tf.data.experimental.make_csv_dataset( + train_dataset_fp, + batch_size, + label_name="virginica", + num_epochs=1) +features, labels = next(iter(train_dataset)) + + +def pack_features_vector(features, labels): + """Pack the features into a single array.""" + features = tf.stack(list(features.values()), axis=1) + return features, labels + +train_dataset = train_dataset.map(pack_features_vector) +features, labels = next(iter(train_dataset)) +print(features) + +model = tf.keras.Sequential([ + tf.keras.layers.Dense(10, activation=tf.nn.relu, input_shape=(4,)), # input shape required + tf.keras.layers.Dense(10, activation=tf.nn.relu), + tf.keras.layers.Dense(3) +]) +# features[0].shape=(4,0) +predictions = model(features) +tf.nn.softmax(predictions[:5]) +loss_object = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True) + +def loss(model, x, y, training): + # training=training is needed only if there are layers with different + # behavior during training versus inference (e.g. Dropout). + y_ = model(x, training=training) + + return loss_object(y_true=y, y_pred=y_) + + +l = loss(model, features, labels, training=False) +def grad(model, inputs, targets): + with tf.GradientTape() as tape: + loss_value = loss(model, inputs, targets, training=True) + return loss_value, tape.gradient(loss_value, model.trainable_variables) + +optimizer = tf.keras.optimizers.SGD(learning_rate=0.01) +loss_value, grads = grad(model, features, labels) + +print("Step: {}, Initial Loss: {}".format(optimizer.iterations.numpy(), + loss_value.numpy())) + +optimizer.apply_gradients(zip(grads, model.trainable_variables)) + +print("Step: {}, Loss: {}".format(optimizer.iterations.numpy(), + loss(model, features, labels, training=True).numpy())) + +## Note: Rerunning this cell uses the same model variables + +# Keep results for plotting +train_loss_results = [] +train_accuracy_results = [] + +num_epochs = 201 + +for epoch in range(num_epochs): + epoch_loss_avg = tf.keras.metrics.Mean() + epoch_accuracy = tf.keras.metrics.SparseCategoricalAccuracy() + + # Training loop - using batches of 32 + for x, y in train_dataset: + # Optimize the model + loss_value, grads = grad(model, x, y) + optimizer.apply_gradients(zip(grads, model.trainable_variables)) + + # Track progress + epoch_loss_avg.update_state(loss_value) # Add current batch loss + # Compare predicted label to actual label + # training=True is needed only if there are layers with different + # behavior during training versus inference (e.g. Dropout). + epoch_accuracy.update_state(y, model(x, training=True)) + + # End epoch + train_loss_results.append(epoch_loss_avg.result()) + train_accuracy_results.append(epoch_accuracy.result()) + + if epoch % 50 == 0: + print("Epoch {:03d}: Loss: {:.3f}, Accuracy: {:.3%}".format(epoch, + epoch_loss_avg.result(), + epoch_accuracy.result())) \ No newline at end of file diff --git a/src/p2/hans.js b/src/p2/hans.js new file mode 100644 index 0000000..35d38ae --- /dev/null +++ b/src/p2/hans.js @@ -0,0 +1,153 @@ + + + + + + + + + + + +

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zov?WSM3`Bvh2!G=@Yq+ekT1{Kl8VJ?<#-BLIliE@6N7N>nk9He!$Y|8S3bOvvcYyW zt~hhIHh!0*CoJS_UiFvmT7*u$#c!OyR%liFNqAR27^8}#I3cncj>&dWknz|2x0vzV@Ge$nA3VivO&evmS9J ziS~ZACHh|t&v*MMXd?w?3I|z%x^b9b=p!Az=seM9xnJ_NqWo!skT6TLAoc!|V9)0Q z(Q)eoF9owCe&t)3?QS;0rq8_ZlNmofO~!2DE+vaoSA7Muw;Az!mud6)6`q2x>#qoQ z%^k}(`&=!$t?+W3boeGyCh@P&)Z#yB8fqarW^Tz7&Mv%dHp@_qUrMR)T|H<)O1sw2 zwiuoq!4=Q~ti8u>w+EAPDcSH-B~{Qm{3B z@MpPCJ7@naW1&y4h5K4o5O6|E?MoI_oEN-RZV;^SQ2Tja zu2@8gs62_mSOFd}f$z&Ff^wM>!6wP{pY8d4G(m8C@o|g4u?#;QdMtFKnV)rJt$oA& zF2|uPVvgib#Q&{li?|@d{NGr+ao-&UbkhfCwI(;Fxyy!IvqAL7 math.fabs(one_y)): + Left[3]=1 + if (one_x > 0): + Left[1]=1 + tow = index_finger_mcp.y-wrist.y + if (tow < 0): Left[2]=1 + length = math.fabs(middle_finger_mcp.y-wrist.y) / 3 + if (math.fabs(index_finger_tip.y-index_finger_mcp.y) > length): Left[5]=1 + if (math.fabs(middle_finger_tip.y-middle_finger_mcp.y) > length): Left[6]=1 + if (math.fabs(ring_finger_tip.y-ring_finger_mcp.y) > length): Left[7]=1 + if (math.fabs(pinky_tip.y-pinky_mcp.y) > length): Left[8]=1 + else: + length = math.fabs(one_y) / 3 + if (math.fabs(index_finger_mcp.x-index_finger_tip.x) > length): Left[5]=1 + if (math.fabs(middle_finger_mcp.x-middle_finger_tip.x) > length): Left[6]=1 + if (math.fabs(ring_finger_mcp.x-ring_finger_tip.x) > length): Left[7]=1 + if (math.fabs(pinky_mcp.x-pinky_tip.x) > length): Left[8]=1 + else: + Right[0] = 1 + wrist = hand_landmarks.landmark[0] + index_finger_mcp = hand_landmarks.landmark[5] + + index_finger_tip = hand_landmarks.landmark[8] + + middle_finger_mcp = hand_landmarks.landmark[9] + + middle_finger_tip = hand_landmarks.landmark[12] + + ring_finger_mcp = hand_landmarks.landmark[13] + + ring_finger_tip = hand_landmarks.landmark[16] + + pinky_mcp = hand_landmarks.landmark[17] + + pinky_tip = hand_landmarks.landmark[20] + + one_x = index_finger_mcp.x - pinky_mcp.x + one_y = index_finger_mcp.y - pinky_mcp.y + if (math.fabs(one_x) > math.fabs(one_y)): Right[3]=1 + if (one_x > 0): Right[1]=1 + tow = index_finger_mcp.y-wrist.y + if (tow < 0): Right[2]=1 + length = math.fabs(middle_finger_mcp.y-wrist.y) / 3 + if (math.fabs(index_finger_tip.y-index_finger_mcp.y) > length): Right[5]=1 + if (math.fabs(middle_finger_tip.y-middle_finger_mcp.y) > length): Right[6]=1 + if (math.fabs(ring_finger_tip.y-ring_finger_mcp.y) > length): Right[7]=1 + if (math.fabs(pinky_tip.y-pinky_mcp.y) > length): Right[8]=1 + else: + length = math.fabs(one_y) / 2 + if (math.fabs(index_finger_mcp.x-index_finger_tip.x) > length): Right[5]=1 + if (math.fabs(middle_finger_mcp.x-middle_finger_tip.x) > length): Right[6]=1 + if (math.fabs(ring_finger_mcp.x-ring_finger_tip.x) > length): Right[7]=1 + if (math.fabs(pinky_mcp.x-pinky_tip.x) > length): Right[8]=1 + mp_drawing.draw_landmarks( + image, + hand_landmarks, + mp_hands.HAND_CONNECTIONS, + mp_drawing_styles.get_default_hand_landmarks_style(), + mp_drawing_styles.get_default_hand_connections_style()) + # Flip the image horizontally for a selfie-view display. + cv2.imshow('MediaPipe Hands', cv2.flip(image, 1)) + ctl = cv2.waitKey(5) + if ctl == ord('q'): + break + elif ctl==ord('s'): + print(Left,Right) + # strs = "INSERT INTO XYZ VALUES (" + # word = "\'"+input()+"\'," + # strs+=word + # print(aa) + # print(len(wt)) + # for i in wt: + # strs+=str(i)[:7]+"," + # strs = strs[:-1] + ")" +cap.release() + + +print ("数据插入成功") diff --git a/src/p2/sqltools/insert_xyz.py b/src/p2/sqltools/insert_xyz.py new file mode 100644 index 0000000..cbb147a --- /dev/null +++ b/src/p2/sqltools/insert_xyz.py @@ -0,0 +1,78 @@ +import sqlite3 + +conn = sqlite3.connect('info.db') +c = conn.cursor() +print ("数据库打开成功") +strs = "INSERT INTO XYZ VALUES (" + + +import cv2 +import mediapipe as mp + +mp_drawing = mp.solutions.drawing_utils +mp_drawing_styles = mp.solutions.drawing_styles +mp_hands = mp.solutions.hands + +num = 0 +# For webcam input: +cap = cv2.VideoCapture(0) + +with mp_hands.Hands( + model_complexity=0, + max_num_hands=2, + min_detection_confidence=0.5, + min_tracking_confidence=0.5) as hands: + while cap.isOpened(): + success, image = cap.read() + if not success: + print("Ignoring empty camera frame.") + # If loading a video, use 'break' instead of 'continue'. + continue + + # To improve performance, optionally mark the image as not writeable to + # pass by reference. + image.flags.writeable = False + image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB) + results = hands.process(image) + + # Draw the hand annotations on the image. + image.flags.writeable = True + image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR) + aa=0 + if results.multi_hand_landmarks: + wt = [] + for i in range(42 * 3): + wt.append(0) + for i,hand_landmarks in enumerate(results.multi_hand_landmarks): + if (results.multi_handedness[i].classification[0].label)=="Left": + num = 0 + else: + num =1 + for j,handlms in enumerate(hand_landmarks.landmark): + wt[num*21*3+j*3],wt[num*21*3+j*3+1],wt[num*21*3+j*3+2] = handlms.x, handlms.y, handlms.z + mp_drawing.draw_landmarks( + image, + hand_landmarks, + mp_hands.HAND_CONNECTIONS, + mp_drawing_styles.get_default_hand_landmarks_style(), + mp_drawing_styles.get_default_hand_connections_style()) + # Flip the image horizontally for a selfie-view display. + cv2.imshow('MediaPipe Hands', cv2.flip(image, 1)) + ctl = cv2.waitKey(5) + if ctl == ord('q'): + break + elif ctl==ord('s'): + strs = "INSERT INTO XYZ VALUES (" + word = "\'"+input()+"\'," + strs+=word + print(aa) + for i in wt: + strs+=str(i)[:7]+"," + strs = strs[:-1] + ");" + print(strs) + c.execute(strs) +cap.release() +conn.commit() + +print ("数据插入成功") +conn.close() \ No newline at end of file diff --git a/src/p2/sqltools/sqliteinsert.py b/src/p2/sqltools/sqliteinsert.py new file mode 100644 index 0000000..3881442 --- /dev/null +++ b/src/p2/sqltools/sqliteinsert.py @@ -0,0 +1,20 @@ +import sqlite3 + +conn = sqlite3.connect('info.db') +c = conn.cursor() +print ("数据库打开成功") +def insert_xyz(): + strs = "INSERT INTO XYZ VALUES ('这'," + for i in range(21*4): + strs+=str(i+0.01)+"," + strs=strs[:-1]+");" + c.execute(strs) + +def insert_trans(): + strs = "INSERT INTO TRANSLATION VALUES('好','100000000|000000000');" + print(strs) + c.execute(strs) + +conn.commit() +print ("数据插入成功") +conn.close() \ No newline at end of file diff --git a/src/p2/sqltools/sqlites.py b/src/p2/sqltools/sqlites.py new file mode 100644 index 0000000..eed7496 --- /dev/null +++ b/src/p2/sqltools/sqlites.py @@ -0,0 +1,15 @@ +import sqlite3 + +conn = sqlite3.connect('info.db') +print ("数据库打开成功") +c = conn.cursor() +strs = "CREATE TABLE TRANSLATION(WORD TEXT PRIMARY KEY NOT NULL,NUM TEXT);" +# strnum = "CREATE TABLE XYZ(WORD TEXT PRIMARY KEY NOT NULL," +# for i in range(21*2*2): +# strnum+="fig"+str(i).zfill(2)+" FLOAT NOT NULL," +# strnum=strnum[:-1]+");" +print(strs) +c.execute(strs) +print ("数据表创建成功") +conn.commit() +conn.close() \ No newline at end of file diff --git a/src/p2/test.py b/src/p2/test.py new file mode 100644 index 0000000..1f6ff10 --- /dev/null +++ b/src/p2/test.py @@ -0,0 +1,32 @@ +import tensorflow as tf +import csv +new_model = tf.keras.models.load_model('model') + +# Check its architecture +new_model.summary() + +train_label = [] +train_feature=[] +with open("test.csv","r") as r: + reader = csv.reader(r) + for i in reader: + train_label.append((eval(i.pop()))) + b = [eval(j) for j in i] + train_feature.append(b) +train_features = tf.constant(train_feature) +train_labels = tf.constant(train_label) + +test_accuracy = tf.keras.metrics.Accuracy() + +branch = 32 +for num in range(len(train_features)//branch): + # training=False is needed only if there are layers with different + # behavior during training versus inference (e.g. Dropout). + x = train_features[num*32:(num+1)*32] + y = train_labels[num*32:(num+1)*32] + logits = new_model(x, training=False) + prediction = tf.argmax(logits, axis=1, output_type=tf.int32) + print("真实值为",y,"预测值为",prediction) + test_accuracy(prediction, y) + +print("Test set accuracy: {:.3%}".format(test_accuracy.result())) \ No newline at end of file diff --git a/src/p2/test_video.py b/src/p2/test_video.py new file mode 100644 index 0000000..8afa24d --- /dev/null +++ b/src/p2/test_video.py @@ -0,0 +1,76 @@ +import cv2 +import mediapipe as mp +import csv +import tensorflow as tf +import csv +new_model = tf.keras.models.load_model('model') + +# Check its architecture +new_model.summary() + +def test(inputs): + # training=False is needed only if there are layers with different + # behavior during training versus inference (e.g. Dropout). + x = tf.constant([inputs]) + logits = new_model(x, training=False) + prediction = tf.argmax(logits, axis=1, output_type=tf.int32) + print(prediction) +mp_drawing = mp.solutions.drawing_utils +mp_drawing_styles = mp.solutions.drawing_styles +mp_hands = mp.solutions.hands + +ls = [] +for i in range(42*3*2): + ls.append(0) +wt = ls +num = 0 +# For webcam input: +cap = cv2.VideoCapture(0) + + +with open("test.csv","a") as csvfile: + writer = csv.writer(csvfile) + + with mp_hands.Hands( + model_complexity=0, + max_num_hands=2, + min_detection_confidence=0.5, + min_tracking_confidence=0.5) as hands: + while cap.isOpened(): + success, image = cap.read() + if not success: + print("Ignoring empty camera frame.") + # If loading a video, use 'break' instead of 'continue'. + continue + + # To improve performance, optionally mark the image as not writeable to + # pass by reference. + image.flags.writeable = False + image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB) + results = hands.process(image) + + # Draw the hand annotations on the image. + image.flags.writeable = True + image = cv2.cvtColor(image, cv2.COLOR_RGB2BGR) + + if results.multi_hand_landmarks: + for i,hand_landmarks in enumerate(results.multi_hand_landmarks): + if (results.multi_handedness[i].classification[0].label)=="Left": + num = 0 + else: + num =1 + for j,handlms in enumerate(hand_landmarks.landmark): + wt[num*21*3+j],wt[num*21*3+j+1],wt[num*21*3+j+2] = handlms.x, handlms.y, handlms.z + mp_drawing.draw_landmarks( + image, + hand_landmarks, + mp_hands.HAND_CONNECTIONS, + mp_drawing_styles.get_default_hand_landmarks_style(), + mp_drawing_styles.get_default_hand_connections_style()) + # Flip the image horizontally for a selfie-view display. + test(wt) + cv2.imshow('MediaPipe Hands', cv2.flip(image, 1)) + ctl = cv2.waitKey(5) + if ctl == ord('q'): + break +cap.release() \ No newline at end of file diff --git a/src/p2/tools/calculator_profile_pb2.py b/src/p2/tools/calculator_profile_pb2.py new file mode 100644 index 0000000..30f5ade --- /dev/null +++ b/src/p2/tools/calculator_profile_pb2.py @@ -0,0 +1,607 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: mediapipe/framework/calculator_profile.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from mediapipe.framework import calculator_pb2 as mediapipe_dot_framework_dot_calculator__pb2 +try: + mediapipe_dot_framework_dot_calculator__options__pb2 = mediapipe_dot_framework_dot_calculator__pb2.mediapipe_dot_framework_dot_calculator__options__pb2 +except AttributeError: + mediapipe_dot_framework_dot_calculator__options__pb2 = mediapipe_dot_framework_dot_calculator__pb2.mediapipe.framework.calculator_options_pb2 + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='mediapipe/framework/calculator_profile.proto', + package='mediapipe', + syntax='proto2', + serialized_options=_b('\n\032com.google.mediapipe.protoB\026CalculatorProfileProto'), + serialized_pb=_b('\n,mediapipe/framework/calculator_profile.proto\x12\tmediapipe\x1a$mediapipe/framework/calculator.proto\"o\n\rTimeHistogram\x12\x10\n\x05total\x18\x01 \x01(\x03:\x01\x30\x12#\n\x12interval_size_usec\x18\x02 \x01(\x03:\x07\x31\x30\x30\x30\x30\x30\x30\x12\x18\n\rnum_intervals\x18\x03 \x01(\x03:\x01\x31\x12\r\n\x05\x63ount\x18\x04 \x03(\x03\"b\n\rStreamProfile\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x18\n\tback_edge\x18\x02 \x01(\x08:\x05\x66\x61lse\x12)\n\x07latency\x18\x03 \x01(\x0b\x32\x18.mediapipe.TimeHistogram\"\xb3\x02\n\x11\x43\x61lculatorProfile\x12\x0c\n\x04name\x18\x01 \x01(\t\x12\x17\n\x0copen_runtime\x18\x02 \x01(\x03:\x01\x30\x12\x18\n\rclose_runtime\x18\x03 \x01(\x03:\x01\x30\x12\x31\n\x0fprocess_runtime\x18\x04 \x01(\x0b\x32\x18.mediapipe.TimeHistogram\x12\x37\n\x15process_input_latency\x18\x05 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\x01(\x0e\x32\x1f.mediapipe.GraphTrace.EventType\x12\x12\n\nstart_time\x18\x04 \x01(\x03\x12\x13\n\x0b\x66inish_time\x18\x05 \x01(\x03\x12\x36\n\x0binput_trace\x18\x06 \x03(\x0b\x32!.mediapipe.GraphTrace.StreamTrace\x12\x37\n\x0coutput_trace\x18\x07 \x03(\x0b\x32!.mediapipe.GraphTrace.StreamTrace\x12\x11\n\tthread_id\x18\x08 \x01(\x05\"\x8f\x02\n\tEventType\x12\x0b\n\x07UNKNOWN\x10\x00\x12\x08\n\x04OPEN\x10\x01\x12\x0b\n\x07PROCESS\x10\x02\x12\t\n\x05\x43LOSE\x10\x03\x12\r\n\tNOT_READY\x10\x04\x12\x15\n\x11READY_FOR_PROCESS\x10\x05\x12\x13\n\x0fREADY_FOR_CLOSE\x10\x06\x12\r\n\tTHROTTLED\x10\x07\x12\x0f\n\x0bUNTHROTTLED\x10\x08\x12\x11\n\rCPU_TASK_USER\x10\t\x12\x13\n\x0f\x43PU_TASK_SYSTEM\x10\n\x12\x0c\n\x08GPU_TASK\x10\x0b\x12\x0c\n\x08\x44SP_TASK\x10\x0c\x12\x0c\n\x08TPU_TASK\x10\r\x12\x13\n\x0fGPU_CALIBRATION\x10\x0e\x12\x11\n\rPACKET_QUEUED\x10\x0f\"\xa7\x01\n\x0cGraphProfile\x12*\n\x0bgraph_trace\x18\x01 \x03(\x0b\x32\x15.mediapipe.GraphTrace\x12\x39\n\x13\x63\x61lculator_profiles\x18\x02 \x03(\x0b\x32\x1c.mediapipe.CalculatorProfile\x12\x30\n\x06\x63onfig\x18\x03 \x01(\x0b\x32 .mediapipe.CalculatorGraphConfigB4\n\x1a\x63om.google.mediapipe.protoB\x16\x43\x61lculatorProfileProto') + , + dependencies=[mediapipe_dot_framework_dot_calculator__pb2.DESCRIPTOR,]) + + + +_GRAPHTRACE_EVENTTYPE = _descriptor.EnumDescriptor( + name='EventType', + full_name='mediapipe.GraphTrace.EventType', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='UNKNOWN', index=0, number=0, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='OPEN', index=1, number=1, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='PROCESS', index=2, number=2, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CLOSE', index=3, number=3, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='NOT_READY', index=4, number=4, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='READY_FOR_PROCESS', index=5, number=5, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='READY_FOR_CLOSE', index=6, number=6, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='THROTTLED', index=7, number=7, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='UNTHROTTLED', index=8, number=8, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CPU_TASK_USER', index=9, number=9, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='CPU_TASK_SYSTEM', index=10, number=10, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='GPU_TASK', index=11, number=11, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='DSP_TASK', index=12, number=12, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='TPU_TASK', index=13, number=13, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='GPU_CALIBRATION', index=14, number=14, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='PACKET_QUEUED', index=15, number=15, + serialized_options=None, + type=None), + ], + containing_type=None, + serialized_options=None, + serialized_start=1223, + serialized_end=1494, +) +_sym_db.RegisterEnumDescriptor(_GRAPHTRACE_EVENTTYPE) + + +_TIMEHISTOGRAM = _descriptor.Descriptor( + name='TimeHistogram', + full_name='mediapipe.TimeHistogram', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='total', full_name='mediapipe.TimeHistogram.total', index=0, + number=1, type=3, cpp_type=2, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='interval_size_usec', full_name='mediapipe.TimeHistogram.interval_size_usec', index=1, + number=2, type=3, cpp_type=2, label=1, + has_default_value=True, default_value=1000000, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='num_intervals', full_name='mediapipe.TimeHistogram.num_intervals', index=2, + number=3, type=3, cpp_type=2, label=1, + has_default_value=True, default_value=1, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='count', full_name='mediapipe.TimeHistogram.count', index=3, + number=4, type=3, cpp_type=2, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=97, + serialized_end=208, +) + + +_STREAMPROFILE = _descriptor.Descriptor( + name='StreamProfile', + full_name='mediapipe.StreamProfile', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='mediapipe.StreamProfile.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='back_edge', full_name='mediapipe.StreamProfile.back_edge', index=1, + number=2, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=False, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='latency', full_name='mediapipe.StreamProfile.latency', index=2, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=210, + serialized_end=308, +) + + +_CALCULATORPROFILE = _descriptor.Descriptor( + name='CalculatorProfile', + full_name='mediapipe.CalculatorProfile', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='name', full_name='mediapipe.CalculatorProfile.name', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='open_runtime', full_name='mediapipe.CalculatorProfile.open_runtime', index=1, + number=2, type=3, cpp_type=2, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='close_runtime', full_name='mediapipe.CalculatorProfile.close_runtime', index=2, + number=3, type=3, cpp_type=2, label=1, + has_default_value=True, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='process_runtime', full_name='mediapipe.CalculatorProfile.process_runtime', index=3, + number=4, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='process_input_latency', full_name='mediapipe.CalculatorProfile.process_input_latency', index=4, + number=5, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='process_output_latency', full_name='mediapipe.CalculatorProfile.process_output_latency', index=5, + number=6, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='input_stream_profiles', full_name='mediapipe.CalculatorProfile.input_stream_profiles', index=6, + number=7, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=311, + serialized_end=618, +) + + +_GRAPHTRACE_STREAMTRACE = _descriptor.Descriptor( + name='StreamTrace', + full_name='mediapipe.GraphTrace.StreamTrace', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='start_time', full_name='mediapipe.GraphTrace.StreamTrace.start_time', index=0, + number=1, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='finish_time', full_name='mediapipe.GraphTrace.StreamTrace.finish_time', index=1, + number=2, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='packet_timestamp', full_name='mediapipe.GraphTrace.StreamTrace.packet_timestamp', index=2, + number=3, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='stream_id', full_name='mediapipe.GraphTrace.StreamTrace.stream_id', index=3, + number=4, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='packet_id', full_name='mediapipe.GraphTrace.StreamTrace.packet_id', index=4, + number=5, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=_b('\030\001'), file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='event_data', full_name='mediapipe.GraphTrace.StreamTrace.event_data', index=5, + number=6, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=790, + serialized_end=932, +) + +_GRAPHTRACE_CALCULATORTRACE = _descriptor.Descriptor( + name='CalculatorTrace', + full_name='mediapipe.GraphTrace.CalculatorTrace', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='node_id', full_name='mediapipe.GraphTrace.CalculatorTrace.node_id', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='input_timestamp', full_name='mediapipe.GraphTrace.CalculatorTrace.input_timestamp', index=1, + number=2, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='event_type', full_name='mediapipe.GraphTrace.CalculatorTrace.event_type', index=2, + number=3, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='start_time', full_name='mediapipe.GraphTrace.CalculatorTrace.start_time', index=3, + number=4, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='finish_time', full_name='mediapipe.GraphTrace.CalculatorTrace.finish_time', index=4, + number=5, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='input_trace', full_name='mediapipe.GraphTrace.CalculatorTrace.input_trace', index=5, + number=6, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='output_trace', full_name='mediapipe.GraphTrace.CalculatorTrace.output_trace', index=6, + number=7, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='thread_id', full_name='mediapipe.GraphTrace.CalculatorTrace.thread_id', index=7, + number=8, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=935, + serialized_end=1220, +) + +_GRAPHTRACE = _descriptor.Descriptor( + name='GraphTrace', + full_name='mediapipe.GraphTrace', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='base_time', full_name='mediapipe.GraphTrace.base_time', index=0, + number=1, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='base_timestamp', full_name='mediapipe.GraphTrace.base_timestamp', index=1, + number=2, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='calculator_name', full_name='mediapipe.GraphTrace.calculator_name', index=2, + number=3, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='stream_name', full_name='mediapipe.GraphTrace.stream_name', index=3, + number=4, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='calculator_trace', full_name='mediapipe.GraphTrace.calculator_trace', index=4, + number=5, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[_GRAPHTRACE_STREAMTRACE, _GRAPHTRACE_CALCULATORTRACE, ], + enum_types=[ + _GRAPHTRACE_EVENTTYPE, + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=621, + serialized_end=1494, +) + + +_GRAPHPROFILE = _descriptor.Descriptor( + name='GraphProfile', + full_name='mediapipe.GraphProfile', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='graph_trace', full_name='mediapipe.GraphProfile.graph_trace', index=0, + number=1, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='calculator_profiles', full_name='mediapipe.GraphProfile.calculator_profiles', index=1, + number=2, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='config', full_name='mediapipe.GraphProfile.config', index=2, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=1497, + serialized_end=1664, +) + +_STREAMPROFILE.fields_by_name['latency'].message_type = _TIMEHISTOGRAM +_CALCULATORPROFILE.fields_by_name['process_runtime'].message_type = _TIMEHISTOGRAM +_CALCULATORPROFILE.fields_by_name['process_input_latency'].message_type = _TIMEHISTOGRAM +_CALCULATORPROFILE.fields_by_name['process_output_latency'].message_type = _TIMEHISTOGRAM +_CALCULATORPROFILE.fields_by_name['input_stream_profiles'].message_type = _STREAMPROFILE +_GRAPHTRACE_STREAMTRACE.containing_type = _GRAPHTRACE +_GRAPHTRACE_CALCULATORTRACE.fields_by_name['event_type'].enum_type = _GRAPHTRACE_EVENTTYPE +_GRAPHTRACE_CALCULATORTRACE.fields_by_name['input_trace'].message_type = _GRAPHTRACE_STREAMTRACE +_GRAPHTRACE_CALCULATORTRACE.fields_by_name['output_trace'].message_type = _GRAPHTRACE_STREAMTRACE +_GRAPHTRACE_CALCULATORTRACE.containing_type = _GRAPHTRACE +_GRAPHTRACE.fields_by_name['calculator_trace'].message_type = _GRAPHTRACE_CALCULATORTRACE +_GRAPHTRACE_EVENTTYPE.containing_type = _GRAPHTRACE +_GRAPHPROFILE.fields_by_name['graph_trace'].message_type = _GRAPHTRACE +_GRAPHPROFILE.fields_by_name['calculator_profiles'].message_type = _CALCULATORPROFILE +_GRAPHPROFILE.fields_by_name['config'].message_type = mediapipe_dot_framework_dot_calculator__pb2._CALCULATORGRAPHCONFIG +DESCRIPTOR.message_types_by_name['TimeHistogram'] = _TIMEHISTOGRAM +DESCRIPTOR.message_types_by_name['StreamProfile'] = _STREAMPROFILE +DESCRIPTOR.message_types_by_name['CalculatorProfile'] = _CALCULATORPROFILE +DESCRIPTOR.message_types_by_name['GraphTrace'] = _GRAPHTRACE +DESCRIPTOR.message_types_by_name['GraphProfile'] = _GRAPHPROFILE +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +TimeHistogram = _reflection.GeneratedProtocolMessageType('TimeHistogram', (_message.Message,), dict( + DESCRIPTOR = _TIMEHISTOGRAM, + __module__ = 'mediapipe.framework.calculator_profile_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.TimeHistogram) + )) +_sym_db.RegisterMessage(TimeHistogram) + +StreamProfile = _reflection.GeneratedProtocolMessageType('StreamProfile', (_message.Message,), dict( + DESCRIPTOR = _STREAMPROFILE, + __module__ = 'mediapipe.framework.calculator_profile_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.StreamProfile) + )) +_sym_db.RegisterMessage(StreamProfile) + +CalculatorProfile = _reflection.GeneratedProtocolMessageType('CalculatorProfile', (_message.Message,), dict( + DESCRIPTOR = _CALCULATORPROFILE, + __module__ = 'mediapipe.framework.calculator_profile_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.CalculatorProfile) + )) +_sym_db.RegisterMessage(CalculatorProfile) + +GraphTrace = _reflection.GeneratedProtocolMessageType('GraphTrace', (_message.Message,), dict( + + StreamTrace = _reflection.GeneratedProtocolMessageType('StreamTrace', (_message.Message,), dict( + DESCRIPTOR = _GRAPHTRACE_STREAMTRACE, + __module__ = 'mediapipe.framework.calculator_profile_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.GraphTrace.StreamTrace) + )) + , + + CalculatorTrace = _reflection.GeneratedProtocolMessageType('CalculatorTrace', (_message.Message,), dict( + DESCRIPTOR = _GRAPHTRACE_CALCULATORTRACE, + __module__ = 'mediapipe.framework.calculator_profile_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.GraphTrace.CalculatorTrace) + )) + , + DESCRIPTOR = _GRAPHTRACE, + __module__ = 'mediapipe.framework.calculator_profile_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.GraphTrace) + )) +_sym_db.RegisterMessage(GraphTrace) +_sym_db.RegisterMessage(GraphTrace.StreamTrace) +_sym_db.RegisterMessage(GraphTrace.CalculatorTrace) + +GraphProfile = _reflection.GeneratedProtocolMessageType('GraphProfile', (_message.Message,), dict( + DESCRIPTOR = _GRAPHPROFILE, + __module__ = 'mediapipe.framework.calculator_profile_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.GraphProfile) + )) +_sym_db.RegisterMessage(GraphProfile) + + +DESCRIPTOR._options = None +_GRAPHTRACE_STREAMTRACE.fields_by_name['packet_id']._options = None +# @@protoc_insertion_point(module_scope) diff --git a/src/p2/tools/mediapipe_options_pb2.py b/src/p2/tools/mediapipe_options_pb2.py new file mode 100644 index 0000000..5d44377 --- /dev/null +++ b/src/p2/tools/mediapipe_options_pb2.py @@ -0,0 +1,64 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: mediapipe/framework/mediapipe_options.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='mediapipe/framework/mediapipe_options.proto', + package='mediapipe', + syntax='proto2', + serialized_options=_b('\n\032com.google.mediapipe.protoB\025MediaPipeOptionsProto'), + serialized_pb=_b('\n+mediapipe/framework/mediapipe_options.proto\x12\tmediapipe\"\x1e\n\x10MediaPipeOptions*\n\x08\xa0\x9c\x01\x10\x80\x80\x80\x80\x02\x42\x33\n\x1a\x63om.google.mediapipe.protoB\x15MediaPipeOptionsProto') +) + + + + +_MEDIAPIPEOPTIONS = _descriptor.Descriptor( + name='MediaPipeOptions', + full_name='mediapipe.MediaPipeOptions', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=True, + syntax='proto2', + extension_ranges=[(20000, 536870912), ], + oneofs=[ + ], + serialized_start=58, + serialized_end=88, +) + +DESCRIPTOR.message_types_by_name['MediaPipeOptions'] = _MEDIAPIPEOPTIONS +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +MediaPipeOptions = _reflection.GeneratedProtocolMessageType('MediaPipeOptions', (_message.Message,), dict( + DESCRIPTOR = _MEDIAPIPEOPTIONS, + __module__ = 'mediapipe.framework.mediapipe_options_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.MediaPipeOptions) + )) +_sym_db.RegisterMessage(MediaPipeOptions) + + +DESCRIPTOR._options = None +# @@protoc_insertion_point(module_scope) diff --git a/src/p2/tools/packet_factory_pb2.py b/src/p2/tools/packet_factory_pb2.py new file mode 100644 index 0000000..faddc0c --- /dev/null +++ b/src/p2/tools/packet_factory_pb2.py @@ -0,0 +1,165 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: mediapipe/framework/packet_factory.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='mediapipe/framework/packet_factory.proto', + package='mediapipe', + syntax='proto2', + serialized_options=_b('\n\032com.google.mediapipe.protoB\022PacketFactoryProto'), + serialized_pb=_b('\n(mediapipe/framework/packet_factory.proto\x12\tmediapipe\"\"\n\x14PacketFactoryOptions*\n\x08\xa0\x9c\x01\x10\x80\x80\x80\x80\x02\"\x95\x01\n\x13PacketFactoryConfig\x12\x16\n\x0epacket_factory\x18\x01 \x01(\t\x12\x1a\n\x12output_side_packet\x18\x02 \x01(\t\x12\x18\n\x0f\x65xternal_output\x18\xea\x07 \x01(\t\x12\x30\n\x07options\x18\x03 \x01(\x0b\x32\x1f.mediapipe.PacketFactoryOptions\"E\n\x13PacketManagerConfig\x12.\n\x06packet\x18\x01 \x03(\x0b\x32\x1e.mediapipe.PacketFactoryConfigB0\n\x1a\x63om.google.mediapipe.protoB\x12PacketFactoryProto') +) + + + + +_PACKETFACTORYOPTIONS = _descriptor.Descriptor( + name='PacketFactoryOptions', + full_name='mediapipe.PacketFactoryOptions', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=True, + syntax='proto2', + extension_ranges=[(20000, 536870912), ], + oneofs=[ + ], + serialized_start=55, + serialized_end=89, +) + + +_PACKETFACTORYCONFIG = _descriptor.Descriptor( + name='PacketFactoryConfig', + full_name='mediapipe.PacketFactoryConfig', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='packet_factory', full_name='mediapipe.PacketFactoryConfig.packet_factory', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='output_side_packet', full_name='mediapipe.PacketFactoryConfig.output_side_packet', index=1, + number=2, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='external_output', full_name='mediapipe.PacketFactoryConfig.external_output', index=2, + number=1002, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='options', full_name='mediapipe.PacketFactoryConfig.options', index=3, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=92, + serialized_end=241, +) + + +_PACKETMANAGERCONFIG = _descriptor.Descriptor( + name='PacketManagerConfig', + full_name='mediapipe.PacketManagerConfig', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='packet', full_name='mediapipe.PacketManagerConfig.packet', index=0, + number=1, type=11, cpp_type=10, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=243, + serialized_end=312, +) + +_PACKETFACTORYCONFIG.fields_by_name['options'].message_type = _PACKETFACTORYOPTIONS +_PACKETMANAGERCONFIG.fields_by_name['packet'].message_type = _PACKETFACTORYCONFIG +DESCRIPTOR.message_types_by_name['PacketFactoryOptions'] = _PACKETFACTORYOPTIONS +DESCRIPTOR.message_types_by_name['PacketFactoryConfig'] = _PACKETFACTORYCONFIG +DESCRIPTOR.message_types_by_name['PacketManagerConfig'] = _PACKETMANAGERCONFIG +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +PacketFactoryOptions = _reflection.GeneratedProtocolMessageType('PacketFactoryOptions', (_message.Message,), dict( + DESCRIPTOR = _PACKETFACTORYOPTIONS, + __module__ = 'mediapipe.framework.packet_factory_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.PacketFactoryOptions) + )) +_sym_db.RegisterMessage(PacketFactoryOptions) + +PacketFactoryConfig = _reflection.GeneratedProtocolMessageType('PacketFactoryConfig', (_message.Message,), dict( + DESCRIPTOR = _PACKETFACTORYCONFIG, + __module__ = 'mediapipe.framework.packet_factory_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.PacketFactoryConfig) + )) +_sym_db.RegisterMessage(PacketFactoryConfig) + +PacketManagerConfig = _reflection.GeneratedProtocolMessageType('PacketManagerConfig', (_message.Message,), dict( + DESCRIPTOR = _PACKETMANAGERCONFIG, + __module__ = 'mediapipe.framework.packet_factory_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.PacketManagerConfig) + )) +_sym_db.RegisterMessage(PacketManagerConfig) + + +DESCRIPTOR._options = None +# @@protoc_insertion_point(module_scope) diff --git a/src/p2/tools/packet_generator_pb2.py b/src/p2/tools/packet_generator_pb2.py new file mode 100644 index 0000000..bd3e11b --- /dev/null +++ b/src/p2/tools/packet_generator_pb2.py @@ -0,0 +1,146 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: mediapipe/framework/packet_generator.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='mediapipe/framework/packet_generator.proto', + package='mediapipe', + syntax='proto2', + serialized_options=_b('\n\032com.google.mediapipe.protoB\024PacketGeneratorProto'), + serialized_pb=_b('\n*mediapipe/framework/packet_generator.proto\x12\tmediapipe\"@\n\x16PacketGeneratorOptions\x12\x1a\n\x0cmerge_fields\x18\x01 \x01(\x08:\x04true*\n\x08\xa0\x9c\x01\x10\x80\x80\x80\x80\x02\"\xcf\x01\n\x15PacketGeneratorConfig\x12\x18\n\x10packet_generator\x18\x01 \x01(\t\x12\x19\n\x11input_side_packet\x18\x02 \x03(\t\x12\x17\n\x0e\x65xternal_input\x18\xea\x07 \x03(\t\x12\x1a\n\x12output_side_packet\x18\x03 \x03(\t\x12\x18\n\x0f\x65xternal_output\x18\xeb\x07 \x03(\t\x12\x32\n\x07options\x18\x04 \x01(\x0b\x32!.mediapipe.PacketGeneratorOptionsB2\n\x1a\x63om.google.mediapipe.protoB\x14PacketGeneratorProto') +) + + + + +_PACKETGENERATOROPTIONS = _descriptor.Descriptor( + name='PacketGeneratorOptions', + full_name='mediapipe.PacketGeneratorOptions', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='merge_fields', full_name='mediapipe.PacketGeneratorOptions.merge_fields', index=0, + number=1, type=8, cpp_type=7, label=1, + has_default_value=True, default_value=True, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=True, + syntax='proto2', + extension_ranges=[(20000, 536870912), ], + oneofs=[ + ], + serialized_start=57, + serialized_end=121, +) + + +_PACKETGENERATORCONFIG = _descriptor.Descriptor( + name='PacketGeneratorConfig', + full_name='mediapipe.PacketGeneratorConfig', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='packet_generator', full_name='mediapipe.PacketGeneratorConfig.packet_generator', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='input_side_packet', full_name='mediapipe.PacketGeneratorConfig.input_side_packet', index=1, + number=2, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='external_input', full_name='mediapipe.PacketGeneratorConfig.external_input', index=2, + number=1002, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='output_side_packet', full_name='mediapipe.PacketGeneratorConfig.output_side_packet', index=3, + number=3, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='external_output', full_name='mediapipe.PacketGeneratorConfig.external_output', index=4, + number=1003, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='options', full_name='mediapipe.PacketGeneratorConfig.options', index=5, + number=4, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=124, + serialized_end=331, +) + +_PACKETGENERATORCONFIG.fields_by_name['options'].message_type = _PACKETGENERATOROPTIONS +DESCRIPTOR.message_types_by_name['PacketGeneratorOptions'] = _PACKETGENERATOROPTIONS +DESCRIPTOR.message_types_by_name['PacketGeneratorConfig'] = _PACKETGENERATORCONFIG +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +PacketGeneratorOptions = _reflection.GeneratedProtocolMessageType('PacketGeneratorOptions', (_message.Message,), dict( + DESCRIPTOR = _PACKETGENERATOROPTIONS, + __module__ = 'mediapipe.framework.packet_generator_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.PacketGeneratorOptions) + )) +_sym_db.RegisterMessage(PacketGeneratorOptions) + +PacketGeneratorConfig = _reflection.GeneratedProtocolMessageType('PacketGeneratorConfig', (_message.Message,), dict( + DESCRIPTOR = _PACKETGENERATORCONFIG, + __module__ = 'mediapipe.framework.packet_generator_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.PacketGeneratorConfig) + )) +_sym_db.RegisterMessage(PacketGeneratorConfig) + + +DESCRIPTOR._options = None +# @@protoc_insertion_point(module_scope) diff --git a/src/p2/tools/status_handler_pb2.py b/src/p2/tools/status_handler_pb2.py new file mode 100644 index 0000000..0f28ea7 --- /dev/null +++ b/src/p2/tools/status_handler_pb2.py @@ -0,0 +1,95 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: mediapipe/framework/status_handler.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from mediapipe.framework import mediapipe_options_pb2 as mediapipe_dot_framework_dot_mediapipe__options__pb2 + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='mediapipe/framework/status_handler.proto', + package='mediapipe', + syntax='proto2', + serialized_options=_b('\n\032com.google.mediapipe.protoB\022StatusHandlerProto'), + serialized_pb=_b('\n(mediapipe/framework/status_handler.proto\x12\tmediapipe\x1a+mediapipe/framework/mediapipe_options.proto\"\x8f\x01\n\x13StatusHandlerConfig\x12\x16\n\x0estatus_handler\x18\x01 \x01(\t\x12\x19\n\x11input_side_packet\x18\x02 \x03(\t\x12\x17\n\x0e\x65xternal_input\x18\xea\x07 \x03(\t\x12,\n\x07options\x18\x03 \x01(\x0b\x32\x1b.mediapipe.MediaPipeOptionsB0\n\x1a\x63om.google.mediapipe.protoB\x12StatusHandlerProto') + , + dependencies=[mediapipe_dot_framework_dot_mediapipe__options__pb2.DESCRIPTOR,]) + + + + +_STATUSHANDLERCONFIG = _descriptor.Descriptor( + name='StatusHandlerConfig', + full_name='mediapipe.StatusHandlerConfig', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='status_handler', full_name='mediapipe.StatusHandlerConfig.status_handler', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='input_side_packet', full_name='mediapipe.StatusHandlerConfig.input_side_packet', index=1, + number=2, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='external_input', full_name='mediapipe.StatusHandlerConfig.external_input', index=2, + number=1002, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='options', full_name='mediapipe.StatusHandlerConfig.options', index=3, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=101, + serialized_end=244, +) + +_STATUSHANDLERCONFIG.fields_by_name['options'].message_type = mediapipe_dot_framework_dot_mediapipe__options__pb2._MEDIAPIPEOPTIONS +DESCRIPTOR.message_types_by_name['StatusHandlerConfig'] = _STATUSHANDLERCONFIG +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +StatusHandlerConfig = _reflection.GeneratedProtocolMessageType('StatusHandlerConfig', (_message.Message,), dict( + DESCRIPTOR = _STATUSHANDLERCONFIG, + __module__ = 'mediapipe.framework.status_handler_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.StatusHandlerConfig) + )) +_sym_db.RegisterMessage(StatusHandlerConfig) + + +DESCRIPTOR._options = None +# @@protoc_insertion_point(module_scope) diff --git a/src/p2/tools/stream_handler_pb2.py b/src/p2/tools/stream_handler_pb2.py new file mode 100644 index 0000000..d6920ae --- /dev/null +++ b/src/p2/tools/stream_handler_pb2.py @@ -0,0 +1,135 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: mediapipe/framework/stream_handler.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from mediapipe.framework import mediapipe_options_pb2 as mediapipe_dot_framework_dot_mediapipe__options__pb2 + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='mediapipe/framework/stream_handler.proto', + package='mediapipe', + syntax='proto2', + serialized_options=_b('\n\032com.google.mediapipe.protoB\022StreamHandlerProto'), + serialized_pb=_b('\n(mediapipe/framework/stream_handler.proto\x12\tmediapipe\x1a+mediapipe/framework/mediapipe_options.proto\"\x81\x01\n\x18InputStreamHandlerConfig\x12\x37\n\x14input_stream_handler\x18\x01 \x01(\t:\x19\x44\x65\x66\x61ultInputStreamHandler\x12,\n\x07options\x18\x03 \x01(\x0b\x32\x1b.mediapipe.MediaPipeOptions\"\x9f\x01\n\x19OutputStreamHandlerConfig\x12\x39\n\x15output_stream_handler\x18\x01 \x01(\t:\x1aInOrderOutputStreamHandler\x12\x19\n\x11input_side_packet\x18\x02 \x03(\t\x12,\n\x07options\x18\x03 \x01(\x0b\x32\x1b.mediapipe.MediaPipeOptionsB0\n\x1a\x63om.google.mediapipe.protoB\x12StreamHandlerProto') + , + dependencies=[mediapipe_dot_framework_dot_mediapipe__options__pb2.DESCRIPTOR,]) + + + + +_INPUTSTREAMHANDLERCONFIG = _descriptor.Descriptor( + name='InputStreamHandlerConfig', + full_name='mediapipe.InputStreamHandlerConfig', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='input_stream_handler', full_name='mediapipe.InputStreamHandlerConfig.input_stream_handler', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=_b("DefaultInputStreamHandler").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='options', full_name='mediapipe.InputStreamHandlerConfig.options', index=1, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=101, + serialized_end=230, +) + + +_OUTPUTSTREAMHANDLERCONFIG = _descriptor.Descriptor( + name='OutputStreamHandlerConfig', + full_name='mediapipe.OutputStreamHandlerConfig', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='output_stream_handler', full_name='mediapipe.OutputStreamHandlerConfig.output_stream_handler', index=0, + number=1, type=9, cpp_type=9, label=1, + has_default_value=True, default_value=_b("InOrderOutputStreamHandler").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='input_side_packet', full_name='mediapipe.OutputStreamHandlerConfig.input_side_packet', index=1, + number=2, type=9, cpp_type=9, label=3, + has_default_value=False, default_value=[], + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='options', full_name='mediapipe.OutputStreamHandlerConfig.options', index=2, + number=3, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=233, + serialized_end=392, +) + +_INPUTSTREAMHANDLERCONFIG.fields_by_name['options'].message_type = mediapipe_dot_framework_dot_mediapipe__options__pb2._MEDIAPIPEOPTIONS +_OUTPUTSTREAMHANDLERCONFIG.fields_by_name['options'].message_type = mediapipe_dot_framework_dot_mediapipe__options__pb2._MEDIAPIPEOPTIONS +DESCRIPTOR.message_types_by_name['InputStreamHandlerConfig'] = _INPUTSTREAMHANDLERCONFIG +DESCRIPTOR.message_types_by_name['OutputStreamHandlerConfig'] = _OUTPUTSTREAMHANDLERCONFIG +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +InputStreamHandlerConfig = _reflection.GeneratedProtocolMessageType('InputStreamHandlerConfig', (_message.Message,), dict( + DESCRIPTOR = _INPUTSTREAMHANDLERCONFIG, + __module__ = 'mediapipe.framework.stream_handler_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.InputStreamHandlerConfig) + )) +_sym_db.RegisterMessage(InputStreamHandlerConfig) + +OutputStreamHandlerConfig = _reflection.GeneratedProtocolMessageType('OutputStreamHandlerConfig', (_message.Message,), dict( + DESCRIPTOR = _OUTPUTSTREAMHANDLERCONFIG, + __module__ = 'mediapipe.framework.stream_handler_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.OutputStreamHandlerConfig) + )) +_sym_db.RegisterMessage(OutputStreamHandlerConfig) + + +DESCRIPTOR._options = None +# @@protoc_insertion_point(module_scope) diff --git a/src/p2/tools/test_calculators_pb2.py b/src/p2/tools/test_calculators_pb2.py new file mode 100644 index 0000000..3df94de --- /dev/null +++ b/src/p2/tools/test_calculators_pb2.py @@ -0,0 +1,113 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: mediapipe/framework/test_calculators.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from mediapipe.framework import calculator_pb2 as mediapipe_dot_framework_dot_calculator__pb2 +try: + mediapipe_dot_framework_dot_calculator__options__pb2 = mediapipe_dot_framework_dot_calculator__pb2.mediapipe_dot_framework_dot_calculator__options__pb2 +except AttributeError: + mediapipe_dot_framework_dot_calculator__options__pb2 = mediapipe_dot_framework_dot_calculator__pb2.mediapipe.framework.calculator_options_pb2 + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='mediapipe/framework/test_calculators.proto', + package='mediapipe', + syntax='proto2', + serialized_options=None, + serialized_pb=_b('\n*mediapipe/framework/test_calculators.proto\x12\tmediapipe\x1a$mediapipe/framework/calculator.proto\"\xdd\x01\n\x1dRandomMatrixCalculatorOptions\x12\x0c\n\x04rows\x18\x01 \x01(\x05\x12\x0c\n\x04\x63ols\x18\x02 \x01(\x05\x12\x17\n\x0fstart_timestamp\x18\x03 \x01(\x03\x12\x17\n\x0flimit_timestamp\x18\x04 \x01(\x03\x12\x16\n\x0etimestamp_step\x18\x05 \x01(\x03\x32V\n\x03\x65xt\x12\x1c.mediapipe.CalculatorOptions\x18\xc8\xa0\xe9\x18 \x01(\x0b\x32(.mediapipe.RandomMatrixCalculatorOptions') + , + dependencies=[mediapipe_dot_framework_dot_calculator__pb2.DESCRIPTOR,]) + + + + +_RANDOMMATRIXCALCULATOROPTIONS = _descriptor.Descriptor( + name='RandomMatrixCalculatorOptions', + full_name='mediapipe.RandomMatrixCalculatorOptions', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='rows', full_name='mediapipe.RandomMatrixCalculatorOptions.rows', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='cols', full_name='mediapipe.RandomMatrixCalculatorOptions.cols', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='start_timestamp', full_name='mediapipe.RandomMatrixCalculatorOptions.start_timestamp', index=2, + number=3, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='limit_timestamp', full_name='mediapipe.RandomMatrixCalculatorOptions.limit_timestamp', index=3, + number=4, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='timestamp_step', full_name='mediapipe.RandomMatrixCalculatorOptions.timestamp_step', index=4, + number=5, type=3, cpp_type=2, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + _descriptor.FieldDescriptor( + name='ext', full_name='mediapipe.RandomMatrixCalculatorOptions.ext', index=0, + number=52056136, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=True, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + nested_types=[], + enum_types=[ + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=96, + serialized_end=317, +) + +DESCRIPTOR.message_types_by_name['RandomMatrixCalculatorOptions'] = _RANDOMMATRIXCALCULATOROPTIONS +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +RandomMatrixCalculatorOptions = _reflection.GeneratedProtocolMessageType('RandomMatrixCalculatorOptions', (_message.Message,), dict( + DESCRIPTOR = _RANDOMMATRIXCALCULATOROPTIONS, + __module__ = 'mediapipe.framework.test_calculators_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.RandomMatrixCalculatorOptions) + )) +_sym_db.RegisterMessage(RandomMatrixCalculatorOptions) + +_RANDOMMATRIXCALCULATOROPTIONS.extensions_by_name['ext'].message_type = _RANDOMMATRIXCALCULATOROPTIONS +mediapipe_dot_framework_dot_calculator__options__pb2.CalculatorOptions.RegisterExtension(_RANDOMMATRIXCALCULATOROPTIONS.extensions_by_name['ext']) + +# @@protoc_insertion_point(module_scope) diff --git a/src/p2/tools/thread_pool_executor_pb2.py b/src/p2/tools/thread_pool_executor_pb2.py new file mode 100644 index 0000000..7aafb40 --- /dev/null +++ b/src/p2/tools/thread_pool_executor_pb2.py @@ -0,0 +1,138 @@ +# -*- coding: utf-8 -*- +# Generated by the protocol buffer compiler. DO NOT EDIT! +# source: mediapipe/framework/thread_pool_executor.proto + +import sys +_b=sys.version_info[0]<3 and (lambda x:x) or (lambda x:x.encode('latin1')) +from google.protobuf import descriptor as _descriptor +from google.protobuf import message as _message +from google.protobuf import reflection as _reflection +from google.protobuf import symbol_database as _symbol_database +# @@protoc_insertion_point(imports) + +_sym_db = _symbol_database.Default() + + +from mediapipe.framework import mediapipe_options_pb2 as mediapipe_dot_framework_dot_mediapipe__options__pb2 + + +DESCRIPTOR = _descriptor.FileDescriptor( + name='mediapipe/framework/thread_pool_executor.proto', + package='mediapipe', + syntax='proto2', + serialized_options=None, + serialized_pb=_b('\n.mediapipe/framework/thread_pool_executor.proto\x12\tmediapipe\x1a+mediapipe/framework/mediapipe_options.proto\"\xe9\x02\n\x19ThreadPoolExecutorOptions\x12\x13\n\x0bnum_threads\x18\x01 \x01(\x05\x12\x12\n\nstack_size\x18\x02 \x01(\x05\x12\x1b\n\x13nice_priority_level\x18\x03 \x01(\x05\x12`\n\x1drequire_processor_performance\x18\x04 \x01(\x0e\x32\x39.mediapipe.ThreadPoolExecutorOptions.ProcessorPerformance\x12\x1a\n\x12thread_name_prefix\x18\x05 \x01(\t\"5\n\x14ProcessorPerformance\x12\n\n\x06NORMAL\x10\x00\x12\x07\n\x03LOW\x10\x01\x12\x08\n\x04HIGH\x10\x02\x32Q\n\x03\x65xt\x12\x1b.mediapipe.MediaPipeOptions\x18\x93\xd3\xf5J \x01(\x0b\x32$.mediapipe.ThreadPoolExecutorOptions') + , + dependencies=[mediapipe_dot_framework_dot_mediapipe__options__pb2.DESCRIPTOR,]) + + + +_THREADPOOLEXECUTOROPTIONS_PROCESSORPERFORMANCE = _descriptor.EnumDescriptor( + name='ProcessorPerformance', + full_name='mediapipe.ThreadPoolExecutorOptions.ProcessorPerformance', + filename=None, + file=DESCRIPTOR, + values=[ + _descriptor.EnumValueDescriptor( + name='NORMAL', index=0, number=0, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='LOW', index=1, number=1, + serialized_options=None, + type=None), + _descriptor.EnumValueDescriptor( + name='HIGH', index=2, number=2, + serialized_options=None, + type=None), + ], + containing_type=None, + serialized_options=None, + serialized_start=332, + serialized_end=385, +) +_sym_db.RegisterEnumDescriptor(_THREADPOOLEXECUTOROPTIONS_PROCESSORPERFORMANCE) + + +_THREADPOOLEXECUTOROPTIONS = _descriptor.Descriptor( + name='ThreadPoolExecutorOptions', + full_name='mediapipe.ThreadPoolExecutorOptions', + filename=None, + file=DESCRIPTOR, + containing_type=None, + fields=[ + _descriptor.FieldDescriptor( + name='num_threads', full_name='mediapipe.ThreadPoolExecutorOptions.num_threads', index=0, + number=1, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='stack_size', full_name='mediapipe.ThreadPoolExecutorOptions.stack_size', index=1, + number=2, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='nice_priority_level', full_name='mediapipe.ThreadPoolExecutorOptions.nice_priority_level', index=2, + number=3, type=5, cpp_type=1, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='require_processor_performance', full_name='mediapipe.ThreadPoolExecutorOptions.require_processor_performance', index=3, + number=4, type=14, cpp_type=8, label=1, + has_default_value=False, default_value=0, + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + _descriptor.FieldDescriptor( + name='thread_name_prefix', full_name='mediapipe.ThreadPoolExecutorOptions.thread_name_prefix', index=4, + number=5, type=9, cpp_type=9, label=1, + has_default_value=False, default_value=_b("").decode('utf-8'), + message_type=None, enum_type=None, containing_type=None, + is_extension=False, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + extensions=[ + _descriptor.FieldDescriptor( + name='ext', full_name='mediapipe.ThreadPoolExecutorOptions.ext', index=0, + number=157116819, type=11, cpp_type=10, label=1, + has_default_value=False, default_value=None, + message_type=None, enum_type=None, containing_type=None, + is_extension=True, extension_scope=None, + serialized_options=None, file=DESCRIPTOR), + ], + nested_types=[], + enum_types=[ + _THREADPOOLEXECUTOROPTIONS_PROCESSORPERFORMANCE, + ], + serialized_options=None, + is_extendable=False, + syntax='proto2', + extension_ranges=[], + oneofs=[ + ], + serialized_start=107, + serialized_end=468, +) + +_THREADPOOLEXECUTOROPTIONS.fields_by_name['require_processor_performance'].enum_type = _THREADPOOLEXECUTOROPTIONS_PROCESSORPERFORMANCE +_THREADPOOLEXECUTOROPTIONS_PROCESSORPERFORMANCE.containing_type = _THREADPOOLEXECUTOROPTIONS +DESCRIPTOR.message_types_by_name['ThreadPoolExecutorOptions'] = _THREADPOOLEXECUTOROPTIONS +_sym_db.RegisterFileDescriptor(DESCRIPTOR) + +ThreadPoolExecutorOptions = _reflection.GeneratedProtocolMessageType('ThreadPoolExecutorOptions', (_message.Message,), dict( + DESCRIPTOR = _THREADPOOLEXECUTOROPTIONS, + __module__ = 'mediapipe.framework.thread_pool_executor_pb2' + # @@protoc_insertion_point(class_scope:mediapipe.ThreadPoolExecutorOptions) + )) +_sym_db.RegisterMessage(ThreadPoolExecutorOptions) + +_THREADPOOLEXECUTOROPTIONS.extensions_by_name['ext'].message_type = _THREADPOOLEXECUTOROPTIONS +mediapipe_dot_framework_dot_mediapipe__options__pb2.MediaPipeOptions.RegisterExtension(_THREADPOOLEXECUTOROPTIONS.extensions_by_name['ext']) + +# @@protoc_insertion_point(module_scope) diff --git a/src/p2/train.py b/src/p2/train.py new file mode 100644 index 0000000..634b8c6 --- /dev/null +++ b/src/p2/train.py @@ -0,0 +1,115 @@ +import csv +import random +import tensorflow as tf +import os +column_names = [] + +train_feature=[] +train_label=[] +test_feature=[] +test_label=[] + +with open("test.csv","r") as r: + reader = csv.reader(r) + for i in reader: + rand = random.randint(0,100) + if rand<=85: + train_label.append((eval(i.pop()))) + b = [eval(j) for j in i] + train_feature.append(b) + else: + test_label.append((eval(i.pop()))) + b = [eval(j) for j in i] + test_feature.append(b) +train_features = tf.constant(train_feature) +train_labels = tf.constant(train_label) +test_features = tf.constant(test_feature) +test_labels = tf.constant(test_label) + + +model = tf.keras.Sequential([ + tf.keras.layers.Flatten(input_shape=(252,)), + tf.keras.layers.Dense(10, activation=tf.nn.relu), # input shape required + tf.keras.layers.Dense(10, activation=tf.nn.relu), + tf.keras.layers.Dense(6) +]) +predictions = model(train_features) +tf.nn.softmax(predictions[:5]) +print("Prediction: {}".format(tf.argmax(predictions, axis=1))) +print(" Labels: {}".format(train_labels)) +loss_object = tf.keras.losses.SparseCategoricalCrossentropy(from_logits=True) + +def loss(model, x, y, training): + # training=training is needed only if there are layers with different + # behavior during training versus inference (e.g. Dropout). + y_ = model(x, training=training) + + return loss_object(y_true=y, y_pred=y_) +l = loss(model, train_features, train_labels, training=False) +def grad(model, inputs, targets): + with tf.GradientTape() as tape: + loss_value = loss(model, inputs, targets, training=True) + return loss_value, tape.gradient(loss_value, model.trainable_variables) + +optimizer = tf.keras.optimizers.SGD(learning_rate=0.01) +loss_value, grads = grad(model, train_features, train_labels) + +print("Step: {}, Initial Loss: {}".format(optimizer.iterations.numpy(), + loss_value.numpy())) + +optimizer.apply_gradients(zip(grads, model.trainable_variables)) + +print("Step: {}, Loss: {}".format(optimizer.iterations.numpy(), + loss(model, train_features, train_labels, training=True).numpy())) + +## Note: Rerunning this cell uses the same model variables + +# Keep results for plotting +train_loss_results = [] +train_accuracy_results = [] + +num_epochs = 351 + +for epoch in range(num_epochs): + epoch_loss_avg = tf.keras.metrics.Mean() + epoch_accuracy = tf.keras.metrics.SparseCategoricalAccuracy() + + # Training loop - using batches of 32 + branch = 32 + for num in range(len(train_features)//branch): + x = train_features[num*branch:(num+1)*branch] + y = train_labels[num*branch:(num+1)*branch] + # Optimize the model + loss_value, grads = grad(model, x, y) + optimizer.apply_gradients(zip(grads, model.trainable_variables)) + + # Track progress + epoch_loss_avg.update_state(loss_value) # Add current batch loss + # Compare predicted label to actual label + # training=True is needed only if there are layers with different + # behavior during training versus inference (e.g. Dropout). + epoch_accuracy.update_state(y, model(x, training=True)) + + # End epoch + train_loss_results.append(epoch_loss_avg.result()) + train_accuracy_results.append(epoch_accuracy.result()) + + if epoch % 50 == 0: + print("Epoch {:03d}: Loss: {:.3f}, Accuracy: {:.3%}".format(epoch, + epoch_loss_avg.result(), + epoch_accuracy.result())) + +test_accuracy = tf.keras.metrics.Accuracy() +model.save("model") + +for num in range(len(test_features)): + # training=False is needed only if there are layers with different + # behavior during training versus inference (e.g. Dropout). + x = test_features[num:num+1] + y = test_labels[num:num+1] + logits = model(x, training=False) + prediction = tf.argmax(logits, axis=1, output_type=tf.int32) + print("真实值为",y,"预测值为",prediction) + test_accuracy(prediction, y) + +print("Test set accuracy: {:.3%}".format(test_accuracy.result())) \ No newline at end of file From 596ad8c0db17989274ebab36f6694ed36e65181a Mon Sep 17 00:00:00 2001 From: mch <1197100126@qq.com> Date: Thu, 24 Nov 2022 13:12:56 +0800 Subject: [PATCH 4/4] 222 --- model/手语翻译 (1).png | Bin 0 -> 33092 bytes model/手语翻译.png | Bin 37015 -> 0 bytes model/显示动画.png | Bin 15473 -> 23591 bytes model/显示自然语言 (4).png | Bin 0 -> 23146 bytes model/显示自然语言.png | Bin 16954 -> 0 bytes model/翻译自然语言为动画.png | Bin 0 -> 29735 bytes model/获取手语视频.png | Bin 14516 -> 9173 bytes model/视频翻译.png | Bin 32117 -> 0 bytes model/输入自然语言.png | Bin 18241 -> 13845 bytes 9 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 model/手语翻译 (1).png delete mode 100644 model/手语翻译.png create mode 100644 model/显示自然语言 (4).png delete mode 100644 model/显示自然语言.png create mode 100644 model/翻译自然语言为动画.png delete mode 100644 model/视频翻译.png diff --git a/model/手语翻译 (1).png b/model/手语翻译 (1).png new file mode 100644 index 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