d-li14 / involution
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
☆1,309Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for involution
- ICCV2021, Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet☆1,149Updated last year
- Official implementation of PVT series☆1,729Updated 2 years ago
- Exploring Self-attention for Image Recognition, CVPR2020.☆747Updated 4 years ago
- (ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"☆1,074Updated last year
- Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks☆1,269Updated 3 years ago
- Implementation of the Swin Transformer in PyTorch.☆794Updated 3 years ago
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond☆1,193Updated 3 years ago
- ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks☆831Updated last year
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,062Updated last year
- RepVGG: Making VGG-style ConvNets Great Again☆3,333Updated last year
- Deformable ConvNets V2 (DCNv2) in PyTorch☆1,443Updated 2 years ago
- [CVPR 2021] Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers☆1,054Updated 2 months ago
- ResNeSt: Split-Attention Networks☆3,238Updated last year
- PyTorch implementation of Deformable ConvNets v2 (Modulated Deformable Convolution)☆742Updated 5 years ago
- PyTorch implementation of EfficientNetV2 family☆460Updated 2 years ago
- Code for our CVPR2021 paper coordinate attention☆1,017Updated 3 years ago
- Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs (CVPR 2022)☆870Updated 6 months ago
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,532Updated 4 years ago
- PyTorch implementation of SENet☆2,285Updated 3 years ago
- CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).☆1,426Updated 3 years ago
- Non-official implement of Paper:CBAM: Convolutional Block Attention Module☆1,337Updated last year
- This is a PyTorch re-implementation of Axial-DeepLab (ECCV 2020 Spotlight)☆450Updated 3 years ago
- Implementation of Non-local Block.☆1,570Updated last year
- Codebase for Image Classification Research, written in PyTorch.☆2,139Updated 8 months ago
- Two simple and effective designs of vision transformer, which is on par with the Swin transformer☆580Updated last year
- A CV toolkit for my papers.☆2,041Updated 5 months ago
- PoolFormer: MetaFormer Is Actually What You Need for Vision (CVPR 2022 Oral)☆1,295Updated 5 months ago
- Deformable Convolutional Networks v2 with Pytorch☆1,289Updated 6 months ago
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆880Updated 4 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆977Updated last month