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| description: Explore detailed documentation of block modules in Ultralytics, available for deep learning tasks. Contribute and improve the codebase!. | |
| keywords: Ultralytics, YOLO, neural networks, block modules, DFL, Proto, HGStem, HGBlock, SPP, SPPF, C1, C2, C2f, C3, C3x, RepC3, C3TR, C3Ghost, GhostBottleneck, Bottleneck, BottleneckCSP, ResNetBlock, MaxSigmoidAttnBlock, ImagePoolingAttn, ContrastiveHead, RepBottleneck, RepCSP, RepNCSPELAN4, ADown, SPPELAN, Silence, CBLinear, CBFuse | |
| # Reference for `ultralytics/nn/modules/block.py` | |
| !!! success "Improvements" | |
| This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/block.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/block.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) — thank you! 🙏 | |
| <br> | |
| ## ::: ultralytics.nn.modules.block.DFL | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.Proto | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.HGStem | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.HGBlock | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.SPP | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.SPPF | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C1 | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C2 | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C2f | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C3 | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C3x | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.RepC3 | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C3TR | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C3Ghost | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.GhostBottleneck | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.Bottleneck | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.BottleneckCSP | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.ResNetBlock | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.ResNetLayer | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.MaxSigmoidAttnBlock | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C2fAttn | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.ImagePoolingAttn | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.ContrastiveHead | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.BNContrastiveHead | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.RepBottleneck | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.RepCSP | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.RepNCSPELAN4 | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.ELAN1 | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.AConv | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.ADown | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.SPPELAN | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.CBLinear | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.CBFuse | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C3f | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C3k2 | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C3k | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.RepVGGDW | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.CIB | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C2fCIB | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.Attention | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.PSABlock | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.PSA | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C2PSA | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.C2fPSA | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.SCDown | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.TorchVision | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.AAttn | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.ABlock | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.A2C2f | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.SwiGLUFFN | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.Residual | |
| <br><br><hr><br> | |
| ## ::: ultralytics.nn.modules.block.SAVPE | |
| <br><br> | |