The images below were generated using the HIFIC-low model. You can generate the reconstructions by downloading the model weights and using the following command. The bitrate is reported in bits-per-pixel (bpp) of the compressed representation.
python3 compress.py -i /path/to/input/images --ckpt /path/to/model/checkpoint --reconstruct
Images are losslessly saved to PNG for viewing. More examples can be found in this shared drive..
| Original |
Reconstruction |
 |
 |
Original: 13.2 bpp | HIFIC: 0.168 bpp
| Original |
Reconstruction |
 |
 |
Original: 4.31 bpp | HIFIC: 0.039 bpp
| Original |
Reconstruction |
 |
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Original: 5.61 bpp | HIFIC: 0.083 bpp
| Original |
Reconstruction |
 |
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Original: 9.93 bpp | HIFIC: 0.090 bpp
