Create a new directory named weights/ and add the downloaded weights to the weights/ directory.
Link to download weights for Reconstruction Network: link
Link to download weights for Refinement Network: link
Link to download weights for RAFT Optical Flow Network(for temporal loss calculation): link
To test the Light-Field synthesis network, run:
python run_test.py --gpu_1 <gpu_to_run_reconstruction_network> --gpu_2 <gpu_to_run_refinement_network> --lf_path <root_directory_containing_LF_sequences> --disp_path <root_directory_containing_monocular_depth> -d <dataset>
To estimate the temporal loss of Light-Field video predictions, run:
python run_temporal_loss.py --gpu_1 <gpu_to_run_reconstruction_network> --gpu_2 <gpu_to_run_refinement_network> --lf_path <root_directory_containing_LF_sequences> --disp_path <root_directory_containing_monocular_depth> -d <dataset>