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Demo code for "Importing TensorFlow Models" section of TIDL setup, mentioned here: "http://software-dl.ti.com/processor-sdk-linux/esd/docs/05_03_00_07/linux/Foundational_Components_TIDL.html#importing-tensorflow-models"
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| # Obtain frozen graph of mobilenet v1 | |
| !wget "http://download.tensorflow.org/models/mobilenet_v1_2018_08_02/mobilenet_v1_1.0_224.tgz" | |
| !tar -xf mobilenet_v1_1.0_224.tgz | |
| # Get TensorFlow source code repo | |
| !git clone "https://github.com/tensorflow/tensorflow.git" | |
| # Optimize graph using TensorFlow tool | |
| !python "/content/tensorflow/tensorflow/python/tools/optimize_for_inference.py" --input=mobilenet_v1_1.0_224_frozen.pb --output=mobilenet_v1_1.0_224_final.pb --input_names=input --output_names="MobilenetV1/Predictions/Softmax" |
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