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HAILO8_depth_estimation.rst

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Public Pre-Trained Models

Here, we give the full list of publicly pre-trained models supported by the Hailo Model Zoo.

  • Network available in Hailo Benchmark are marked with rocket
  • Networks available in TAPPAS are marked with star
  • Benchmark and TAPPAS networks run in performance mode
  • All models were compiled using Hailo Dataflow Compiler v3.29.0

NYU

Network Name RMSE HW Accuracy FPS (Batch Size=1) FPS (Batch Size=8) Input Resolution (HxWxC) Params (M) OPS (G) Pretrained Source Compiled
fast_depth star 0.6 0.61 1852 1839 224x224x3 1.35 0.74 download link download
scdepthv3 0.48 0.48 777 777 256x320x3 14.8 10.7 download link download