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description: >-
Explore various Ultralytics convolution modules including Conv2, DWConv,
ConvTranspose, GhostConv, Channel Attention and more.
keywords: >-
Ultralytics, Convolution Modules, Conv2, DWConv, ConvTranspose, GhostConv,
ChannelAttention, CBAM, autopad
Reference for ultralytics/nn/modules/conv.py
!!! note
Full source code for this file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/conv.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/nn/modules/conv.py). Help us fix any issues you see by submitting a [Pull Request](https://docs.ultralytics.com/help/contributing/) 🛠️. Thank you 🙏!