diff --git a/005_one_class_anomaly_detection/01_float32/01_freeze_the_saved_model.py b/005_one_class_anomaly_detection/01_float32/01_freeze_the_saved_model.py deleted file mode 100644 index c90bea72a7..0000000000 --- a/005_one_class_anomaly_detection/01_float32/01_freeze_the_saved_model.py +++ /dev/null @@ -1,35 +0,0 @@ -import tensorflow as tf -import os -import shutil -from tensorflow.python.saved_model import tag_constants -from tensorflow.python.tools import freeze_graph -from tensorflow.python import ops -from tensorflow.tools.graph_transforms import TransformGraph - - -def get_graph_def_from_file(graph_filepath): - tf.reset_default_graph() - with ops.Graph().as_default(): - with tf.gfile.GFile(graph_filepath, 'rb') as f: - graph_def = tf.GraphDef() - graph_def.ParseFromString(f.read()) - return graph_def - -def convert_graph_def_to_saved_model(export_dir, graph_filepath, input_name, outputs): - graph_def = get_graph_def_from_file(graph_filepath) - with tf.Session(graph=tf.Graph()) as session: - tf.import_graph_def(graph_def, name='') - tf.compat.v1.saved_model.simple_save( - session, - export_dir,# change input_image to node.name if you know the name - inputs={input_name: session.graph.get_tensor_by_name('{}:0'.format(node.name)) - for node in graph_def.node if node.op=='Placeholder'}, - outputs={t.rstrip(":0"):session.graph.get_tensor_by_name(t) for t in outputs} - ) - print('Optimized graph converted to SavedModel!') - -tf.compat.v1.enable_eager_execution() - -# convert this to a TF Serving compatible mode -shutil.rmtree('./saved_model', ignore_errors=True) -convert_graph_def_to_saved_model('./saved_model', '../weights.pb', 'input_1', ['global_average_pooling2d_1/Mean:0']) diff --git a/005_one_class_anomaly_detection/01_float32/02_confirm_saved_model_structure.txt b/005_one_class_anomaly_detection/01_float32/02_confirm_saved_model_structure.txt deleted file mode 100644 index d11a0d01c6..0000000000 --- a/005_one_class_anomaly_detection/01_float32/02_confirm_saved_model_structure.txt +++ /dev/null @@ -1 +0,0 @@ -$ saved_model_cli show --dir ./saved_model --all diff --git a/005_one_class_anomaly_detection/01_float32/03_quantization.py b/005_one_class_anomaly_detection/01_float32/03_quantization.py deleted file mode 100644 index d9b2cc7cf4..0000000000 --- a/005_one_class_anomaly_detection/01_float32/03_quantization.py +++ /dev/null @@ -1,52 +0,0 @@ -import tensorflow as tf -import numpy as np -from PIL import Image -import os -import glob - -def representative_dataset_gen(): - folder = ["images"] - raw_test_data = [] - for name in folder: - dir = "./" + name - files = glob.glob(dir + "/*.jpg") - for file in files: - image = Image.open(file) - image = image.convert("RGB") - image = np.asarray(image).astype(np.float32) - image = image[np.newaxis,:,:,:] - raw_test_data.append(image) - - for data in raw_test_data: - yield [data] - -tf.compat.v1.enable_eager_execution() - -# Weight Quantization - Input/Output=float32 -converter = tf.lite.TFLiteConverter.from_saved_model('./saved_model') -converter.optimizations = [tf.lite.Optimize.OPTIMIZE_FOR_SIZE] -tflite_quant_model = converter.convert() -with open('./weights_weight_quant.tflite', 'wb') as w: - w.write(tflite_quant_model) -print("Weight Quantization complete! - weights_weight_quant.tflite") - -# Integer Quantization - Input/Output=float32 -converter = tf.lite.TFLiteConverter.from_saved_model('./saved_model') -converter.optimizations = [tf.lite.Optimize.DEFAULT] -converter.representative_dataset = representative_dataset_gen -tflite_quant_model = converter.convert() -with open('./weights_integer_quant.tflite', 'wb') as w: - w.write(tflite_quant_model) -print("Integer Quantization complete! - weights_integer_quant.tflite") - -# Full Integer Quantization - Input/Output=int8 -converter = tf.lite.TFLiteConverter.from_saved_model('./saved_model') -converter.optimizations = [tf.lite.Optimize.DEFAULT] -converter.representative_dataset = representative_dataset_gen -converter.target_spec.supported_ops = [tf.lite.OpsSet.TFLITE_BUILTINS_INT8] -converter.inference_input_type = tf.uint8 -converter.inference_output_type = tf.uint8 -tflite_quant_model = converter.convert() -with open('./weights_full_integer_quant.tflite', 'wb') as w: - w.write(tflite_quant_model) -print("Full Integer Quantization complete! - weights_full_integer_quant.tflite") \ No newline at end of file diff --git a/005_one_class_anomaly_detection/01_float32/04_benchmark.txt b/005_one_class_anomaly_detection/01_float32/04_benchmark.txt deleted file mode 100644 index 75ac568857..0000000000 --- a/005_one_class_anomaly_detection/01_float32/04_benchmark.txt +++ /dev/null @@ -1,5 +0,0 @@ -bazel run -c opt tensorflow/lite/tools/benchmark:benchmark_model -- \ - --graph=${HOME}/weights_integer_quant.tflite \ - --num_threads=4 \ - --warmup_runs=1 \ - --enable_op_profiling=true diff --git 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weights_full_integer_quant.tflite - -echo Download finished. diff --git a/005_one_class_anomaly_detection/download.sh b/005_one_class_anomaly_detection/download.sh index f8b924bed7..a07a820625 100755 --- a/005_one_class_anomaly_detection/download.sh +++ b/005_one_class_anomaly_detection/download.sh @@ -4,4 +4,4 @@ curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/005_one_class_anom tar -zxvf resources.tar.gz rm resources.tar.gz -echo Download finished. \ No newline at end of file +echo Download finished. diff --git a/006_mobilenetv2-ssdlite/download.sh b/006_mobilenetv2-ssdlite/download.sh new file mode 100755 index 0000000000..e22a8fca70 --- /dev/null +++ b/006_mobilenetv2-ssdlite/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/006_mobilenetv2-ssdlite/006_mobilenetv2-ssdlite.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/007_mobilenetv2-poseestimation/download.sh b/007_mobilenetv2-poseestimation/download.sh new file mode 100755 index 0000000000..7933a87435 --- /dev/null +++ b/007_mobilenetv2-poseestimation/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/007_mobilenetv2-poseestimation/007_mobilenetv2-poseestimation.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/008_mask_rcnn_inceptionv2/download.sh b/008_mask_rcnn_inceptionv2/download.sh new file mode 100755 index 0000000000..28d6ad821f --- /dev/null +++ b/008_mask_rcnn_inceptionv2/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/008_mask_rcnn_inceptionv2/008_mask_rcnn_inceptionv2.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/010_mobilenetv3/download.sh b/010_mobilenetv3/download.sh new file mode 100755 index 0000000000..1a333697b1 --- /dev/null +++ b/010_mobilenetv3/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/010_mobilenetv3/010_mobilenetv3.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/011_mobilenetv2/download.sh b/011_mobilenetv2/download.sh new file mode 100755 index 0000000000..f1746c5c8e --- /dev/null +++ b/011_mobilenetv2/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/011_mobilenetv2/011_mobilenetv2.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/012_Fast_Accurate_and_Lightweight_Super-Resolution/download.sh b/012_Fast_Accurate_and_Lightweight_Super-Resolution/download.sh new file mode 100755 index 0000000000..177ccd0906 --- /dev/null +++ b/012_Fast_Accurate_and_Lightweight_Super-Resolution/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/012_Fast_Accurate_and_Lightweight_Super-Resolution/012_Fast_Accurate_and_Lightweight_Super-Resolution.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/013_ml-sound-classifier/download.sh b/013_ml-sound-classifier/download.sh new file mode 100755 index 0000000000..f457e01d82 --- /dev/null +++ b/013_ml-sound-classifier/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/013_ml-sound-classifier/013_ml-sound-classifier.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/014_tf-monodepth2/download.sh b/014_tf-monodepth2/download.sh new file mode 100755 index 0000000000..c1c8246a63 --- /dev/null +++ b/014_tf-monodepth2/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/014_tf-monodepth2/014_tf-monodepth2.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/015_Faster-Grad-CAM/download.sh b/015_Faster-Grad-CAM/download.sh new file mode 100755 index 0000000000..a5e6db6b6f --- /dev/null +++ b/015_Faster-Grad-CAM/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/015_Faster-Grad-CAM/015_Faster-Grad-CAM.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/016_EfficientNet-lite/download.sh b/016_EfficientNet-lite/download.sh new file mode 100755 index 0000000000..041f5919c1 --- /dev/null +++ b/016_EfficientNet-lite/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/016_EfficientNet-lite/016_EfficientNet-lite.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/017_Artistic-Style-Transfer/download.sh b/017_Artistic-Style-Transfer/download.sh new file mode 100755 index 0000000000..3cfbc2dfeb --- /dev/null +++ b/017_Artistic-Style-Transfer/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/017_Artistic-Style-Transfer/017_Artistic-Style-Transfer.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/018_EfficientDet/download.sh b/018_EfficientDet/download.sh new file mode 100755 index 0000000000..c3711a9dda --- /dev/null +++ b/018_EfficientDet/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/018_EfficientDet/018_EfficientDet.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/019_White-box-Cartoonization/download.sh b/019_White-box-Cartoonization/download.sh new file mode 100755 index 0000000000..8569a9eb46 --- /dev/null +++ b/019_White-box-Cartoonization/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/019_White-box-Cartoonization/019_White-box-Cartoonization.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/022_Learning_to_See_Moving_Objects_in_the_Dark/download.sh b/022_Learning_to_See_Moving_Objects_in_the_Dark/download.sh new file mode 100755 index 0000000000..c2d2679d42 --- /dev/null +++ b/022_Learning_to_See_Moving_Objects_in_the_Dark/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/022_Learning_to_See_Moving_Objects_in_the_Dark/022_Learning_to_See_Moving_Objects_in_the_Dark.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/023_yolov3-nano/download.sh b/023_yolov3-nano/download.sh new file mode 100755 index 0000000000..3bf2583b41 --- /dev/null +++ b/023_yolov3-nano/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/023_yolov3-nano/023_yolov3-nano.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/024_yolov3-lite/download.sh b/024_yolov3-lite/download.sh new file mode 100755 index 0000000000..6503f52ee1 --- /dev/null +++ b/024_yolov3-lite/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/024_yolov3-lite/024_yolov3-lite.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/025_head_pose_estimation/download.sh b/025_head_pose_estimation/download.sh new file mode 100755 index 0000000000..86c8d70ece --- /dev/null +++ b/025_head_pose_estimation/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/025_head_pose_estimation/025_head_pose_estimation.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/026_mobile-deeplabv3-plus/download.sh b/026_mobile-deeplabv3-plus/download.sh new file mode 100755 index 0000000000..b8bced0ae3 --- /dev/null +++ b/026_mobile-deeplabv3-plus/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/026_mobile-deeplabv3-plus/026_mobile-deeplabv3-plus.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/028_struct2depth/download.sh b/028_struct2depth/download.sh new file mode 100755 index 0000000000..2b851a309b --- /dev/null +++ b/028_struct2depth/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/028_struct2depth/028_struct2depth.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/032_FaceMesh/download.sh b/032_FaceMesh/download.sh new file mode 100755 index 0000000000..9ee63e53fb --- /dev/null +++ b/032_FaceMesh/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/032_FaceMesh/032_FaceMesh.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished. diff --git a/034_ssd_mobilenet_v2_mnasfpn_shared_box_predictor/download.sh b/034_ssd_mobilenet_v2_mnasfpn_shared_box_predictor/download.sh new file mode 100755 index 0000000000..0e5c7d696f --- /dev/null +++ b/034_ssd_mobilenet_v2_mnasfpn_shared_box_predictor/download.sh @@ -0,0 +1,7 @@ +#!/bin/bash + +curl "https://s3.ap-northeast-2.wasabisys.com/pinto-model-zoo/034_ssd_mobilenet_v2_mnasfpn_shared_box_predictor/034_ssd_mobilenet_v2_mnasfpn_shared_box_predictor.tar.gz" -o resources.tar.gz +tar -zxvf resources.tar.gz +rm resources.tar.gz + +echo Download finished.