akshitj1 / stereo-depth-android

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Infer Depth on Android Device

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This repo was created to assert if tensorflow implementation of PWC-net works on mobile device(particularly android) with GPU support. Benchmark of inference time is also profiled. Saved model from is converted to Tf-lite format. Implementation works and is benchmarked on CPU. GPU compatibility will take work, as all used ops are not implemented for GPU in TF-Lite library. Switch b/w cpu-gpu during graph execution reduces fps.

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