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import argparse |
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import argparse |
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import json |
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import json |
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import os |
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import os |
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import platform |
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import subprocess |
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import subprocess |
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import sys |
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import sys |
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import time |
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import time |
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def export_edgetpu(keras_model, im, file, prefix=colorstr('Edge TPU:')): |
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def export_edgetpu(keras_model, im, file, prefix=colorstr('Edge TPU:')): |
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# YOLOv5 Edge TPU export https://coral.ai/docs/edgetpu/models-intro/ |
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# YOLOv5 Edge TPU export https://coral.ai/docs/edgetpu/models-intro/ |
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try: |
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try: |
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cmd = 'edgetpu_compiler --version' # install https://coral.ai/docs/edgetpu/compiler/ |
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cmd = 'edgetpu_compiler --version' |
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help = 'See https://coral.ai/docs/edgetpu/compiler/' |
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assert platform.system() == 'Linux', f'export only supported on Linux. {help}' |
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assert subprocess.run(cmd, shell=True).returncode == 0, f'export requires edgetpu-compiler. {help}' |
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out = subprocess.run(cmd, shell=True, capture_output=True, check=True) |
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out = subprocess.run(cmd, shell=True, capture_output=True, check=True) |
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ver = out.stdout.decode().split()[-1] |
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ver = out.stdout.decode().split()[-1] |
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LOGGER.info(f'\n{prefix} starting export with Edge TPU compiler {ver}...') |
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LOGGER.info(f'\n{prefix} starting export with Edge TPU compiler {ver}...') |
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f = str(file).replace('.pt', '-int8_edgetpu.tflite') |
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f = str(file).replace('.pt', '-int8_edgetpu.tflite') # Edge TPU model |
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f_tfl = str(file).replace('.pt', '-int8.tflite') # TFLite model |
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f_tfl = str(file).replace('.pt', '-int8.tflite') # TFLite model |
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cmd = f"edgetpu_compiler -s {f_tfl}" |
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cmd = f"edgetpu_compiler -s {f_tfl}" |
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# TensorFlow Exports |
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# TensorFlow Exports |
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if any(tf_exports): |
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if any(tf_exports): |
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pb, tflite, edgetpu, tfjs = tf_exports[1:] |
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pb, tflite, edgetpu, tfjs = tf_exports[1:] |
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if (tflite or edgetpu) and int8: # TFLite --int8 bug https://github.com/ultralytics/yolov5/issues/5707 |
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if int8 or edgetpu: # TFLite --int8 bug https://github.com/ultralytics/yolov5/issues/5707 |
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check_requirements(('flatbuffers==1.12',)) # required before `import tensorflow` |
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check_requirements(('flatbuffers==1.12',)) # required before `import tensorflow` |
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assert not (tflite and tfjs), 'TFLite and TF.js models must be exported separately, please pass only one type.' |
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assert not (tflite and tfjs), 'TFLite and TF.js models must be exported separately, please pass only one type.' |
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model = export_saved_model(model, im, file, dynamic, tf_nms=nms or agnostic_nms or tfjs, |
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model = export_saved_model(model, im, file, dynamic, tf_nms=nms or agnostic_nms or tfjs, |