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GitHub / sephiroth7712 / SISR-GAN-Variants
Comparative study of lightweight generator models (ESPCN, FSRCNN, IDN) in the SRGAN framework for Single Image Super-Resolution (SISR). Explore the trade-offs between performance and efficiency in GAN-based SISR.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sephiroth7712%2FSISR-GAN-Variants
Stars: 0
Forks: 0
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 50.8 KB
Dependencies:
36
Created: 3 months ago
Updated: 18 days ago
Last pushed: 18 days ago
Last synced: 5 days ago
Topics: espcn, fsrcnn, information-distillation-network, single-image-super-resolution, srgan-pytorch, super-resolution
Files
Dependencies
- Jinja2 ==3.1.3
- MarkupSafe ==2.1.5
- filelock ==3.13.1
- fsspec ==2024.3.1
- lightning-utilities ==0.11.0
- mpmath ==1.3.0
- networkx ==3.2.1
- numpy ==1.26.4
- nvidia-cublas-cu12 ==12.1.3.1
- nvidia-cuda-cupti-cu12 ==12.1.105
- nvidia-cuda-nvrtc-cu12 ==12.1.105
- nvidia-cuda-runtime-cu12 ==12.1.105
- nvidia-cudnn-cu12 ==8.9.2.26
- nvidia-cufft-cu12 ==11.0.2.54
- nvidia-curand-cu12 ==10.3.2.106
- nvidia-cusolver-cu12 ==11.4.5.107
- nvidia-cusparse-cu12 ==12.1.0.106
- nvidia-nccl-cu12 ==2.19.3
- nvidia-nvjitlink-cu12 ==12.4.99
- nvidia-nvtx-cu12 ==12.1.105
- opencv-python ==4.9.0.80
- packaging ==24.0
- pandas ==2.2.1
- pillow ==10.2.0
- python-dateutil ==2.9.0.post0
- pytz ==2024.1
- six ==1.16.0
- sympy ==1.12
- torch ==2.2.1
- torchaudio ==2.2.1
- torchmetrics ==1.3.2
- torchvision ==0.17.1
- tqdm ==4.66.2
- triton ==2.2.0
- typing_extensions ==4.10.0
- tzdata ==2024.1