[CVPR 2023 Highlight] InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions

🔥🔥🔥 专注于YOLOv5，YOLOv7、YOLOv8、YOLOv9改进模型，Support to improve backbone, neck, head, loss, IoU, NMS and other modules🚀

Official implementation of PVT series

(ImageNet pretrained models) The official pytorch implemention of the TPAMI paper "Res2Net: A New Multi-scale Backbone Architecture"

[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

More readable and flexible yolov5 with more backbone(gcn, resnet, shufflenet, moblienet, efficientnet, hrnet, swin-transformer, etc) and (cbam，dcn and so on), and tensorrt

The Tensorflow, Keras implementation of U-net, V-net, U-net++, UNET 3+, Attention U-net, R2U-net, ResUnet-a, U^2-Net, TransUNET, and Swin-UNET with optional ImageNet-trained backbones.

ConvMAE: Masked Convolution Meets Masked Autoencoders

Official PyTorch implementation of Fully Attentional Networks

[ICML 2023] Official PyTorch implementation of Global Context Vision Transformers

[CVPR2023] Official Implementation of "DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets"

[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"

detectron2 backbone: resnet18, efficientnet, hrnet, mobilenet v2, resnest, bifpn

The official repo for [TPAMI'23] "Vision Transformer with Quadrangle Attention"

The official repo for [ECCV'22] "VSA: Learning Varied-Size Window Attention in Vision Transformers"

Multi-backbone, Prune, Quantization, KD

Official implementation for paper "LightViT: Towards Light-Weight Convolution-Free Vision Transformers"

[ECCV2024] Official implementation of paper, "DenseNets Reloaded: Paradigm Shift Beyond ResNets and ViTs".

PyTorch implementation of Darknet53

[ECCV2024][ICCV2023] Official PyTorch implementation of SeiT++ and SeiT