frame-interpolation / readme.md
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Argument list:

  • model_path Path to the TF SavedModel
  • save_path Path to save the PyTorch state dict
  • --statedict Export to state dict instead of TorchScript
  • --fp32 Save weights at full precision
  • --skiptest Skip testing and save model immediately instead
  • --gpu Whether to attempt to use GPU for testing

Testing exported model

The following script creates an MP4 video of interpolated frames between 2 input images:

python inference.py "model_path" "img1" "img2" [--save_path SAVE_PATH] [--gpu] [--fp16] [--frames FRAMES] [--fps FPS]
  • model_path Path to the exported TorchScript checkpoint
  • img1 Path to the first image
  • img2 Path to the second image
  • --save_path SAVE_PATH Path to save the interpolated frames as a video, if absent it will be saved in the same directory as img1 is located and named output.mp4
  • --gpu Whether to attempt to use GPU for predictions
  • --fp16 Whether to use fp16 for calculations, speeds inference up on GPUs with tensor cores
  • --frames FRAMES Number of frames to interpolate between the input images
  • --fps FPS FPS of the output video