peter31726

fast-autoaugment

Official Implementation of 'Fast AutoAugment' in PyTorch.

SnapMix

SnapMix: Semantically Proportional Mixing for Augmenting Fine-grained Data (AAAI 2021)

ASL

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper

PMG-V2

Code release for "Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification"

relabel_imagenet

ImageNet21K

Official Pytorch Implementation of: "ImageNet-21K Pretraining for the Masses"(NeurIPS, 2021) paper

CoTNet

This is an official implementation for "Contextual Transformer Networks for Visual Recognition".

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

PyramidCSA

The official implementation of "Pyramid constrained self-attention network for fast video salient object detection"

Human-Segmentation-PyTorch

Human segmentation models, training/inference code, and trained weights, implemented in PyTorch

DAVSOD

Shifting More Attention to Video Salient Objection Detection, CVPR 2019 (Best Paper Finalist)

RCRNet-Pytorch

Semi-Supervised Video Salient Object Detection Using Pseudo-Labels, IEEE International Conference on Computer Vision (ICCV), 2019

Motion-Guided-Attention

Motion Guided Attention for Video Salient Object Detection, ICCV 2019

TTSR

[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution

ViT-pytorch

Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)

TransFG

This is the official PyTorch implementation of the paper "TransFG: A Transformer Architecture for Fine-grained Recognition" (Ju He, Jie-Neng Chen, Shuai Liu, Adam Kortylewski, Cheng Yang, Yutong Bai, Changhu Wang, Alan Yuille).

ssd.pytorch

A PyTorch Implementation of Single Shot MultiBox Detector

Semantic_Human_Matting

Semantic Human Matting

PEN-Net-for-Inpainting

[CVPR'2019] PEN-Net: Learning Pyramid-Context Encoder Network for High-Quality Image Inpainting

Rethinking-Inpainting-MEDFE

Rethinking Image Inpainting via a Mutual Encoder Decoder with Feature Equalizations. ECCV 2020 Oral

Deep-Flow-Guided-Video-Inpainting

pytorch implementation for "Deep Flow-Guided Video Inpainting"(CVPR'19)

involution

[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator

lambda.pytorch

PyTorch implementation of Lambda Network and pretrained Lambda-ResNet

Shift-Net_pytorch

Pytorch implementation of Shift-Net: Image Inpainting via Deep Feature Rearrangement (ECCV, 2018)

SPG

(ECCV2018) Self-produced Guidance for Weakly-supervised Object Localization

BiSeNet

Add bisenetv2. My implementation of BiSeNet

Invertible-Image-Rescaling

[ECCV 2020, IJCV 2022] Invertible Image Rescaling

pytorch-deep-image-matting

Pytorch implementation of deep image matting

FusionMatting

Project page for paper A Late Fusion CNN for Digital Matting.

AdaMatting

a pytorch implementation of ICCV 2019 paper "Disentangled Image Matting"