This repo contains pytorch implementations of various neural networks implemented from their respective white papers.
As more models are implemented the list will be updated.
| Model | Category | Paper |
|---|---|---|
| AlexNet | Image Classification | https://papers.nips.cc/paper/2012/file/c399862d3b9d6b76c8436e924a68c45b-Paper.pdf |
| SENet | Image Classification | https://arxiv.org/abs/1709.01507 |
| ResNet | Image Classification | https://arxiv.org/abs/1704.06904 |
| ResNetC | Image Classification | https://arxiv.org/abs/1812.01187 |
| MobileNetv1 | Image Classification | https://arxiv.org/abs/1704.04861 |
| MobileNetv2 | Image Classification | https://arxiv.org/abs/1801.04381 |
| ParNet | Image Classification | https://arxiv.org/pdf/2110.07641 |
| GAN | Image Generation | https://arxiv.org/abs/1406.2661 |
| DGAN | Image Generation | https://arxiv.org/abs/1511.06434 |
| Pix2Pix-256x256 | Image Generation | https://arxiv.org/abs/1611.07004 |
| Pix2Pix-512x512 | Image Generation | https://arxiv.org/abs/1611.07004 |
| SRCNN | Image Super-Resolution | https://arxiv.org/abs/1501.00092 |
| SRGAN | Image Super-Resolution | https://arxiv.org/abs/1609.04802 |
| SRResNet | Image Super-Resolution | https://arxiv.org/abs/1609.04802 |