Zhuyuan-yuan

Data-Augmentation-for-Object-Detection

Data Augmentation For Object Detection using Pytorch and PIL

DynamicViT

[NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification

SPViT

[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.

Awesome-Visual-Transformer

Collect some papers about transformer with vision. Awesome Transformer with Computer Vision (CV)

LogicStack-LeetCode

公众号「宫水三叶的刷题日记」刷穿 LeetCode 系列文章源码

LeViT

LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference

free-programming-resources

💎 免费的编程资源大全，持续更新！🔥 覆盖各种语言和方向（Java \ Python \ C++ \ JavaScript \ Golang \ 前端 \ 后端等）的学习路线、贴心教程、项目实战、编程书籍、面试合集、实用资源等，对程序员非常有帮助！

Cream

This is a collection of our NAS and Vision Transformer work.

DAB-DETR

[ICLR 2022] Official implementation of the paper "DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR"

PTQ4ViT

Post-Training Quantization for Vision transformers.

FQ-ViT

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytracking

Visual tracking library based on PyTorch.

vidt

UAVDT-dataset-to-darknet-annotation

mobilevit_pytorch

PyTorch Implementation of MobileViT

TCTrack

TCTrack: Temporal Contexts for Aerial Tracking (CVPR2022) & TCTrack++ (TPAMI)

YOLO-Multi-Backbones-Attention

Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization

detr_transformer

transformer used in object detection [DETR训练自己的数据集]

Deformable-DETR

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

up-detr

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

DN-DETR

[CVPR 2022 Oral] Official implementation of DN-DETR

DINO

[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"

awesome-detection-transformer

Collect some papers about transformer for detection and segmentation. Awesome Detection Transformer for Computer Vision (CV)

DW-ViT

DroneVehicle

Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

ml-cvnets

CVNets: A library for training computer vision networks

PyTorch-CIFAR-Model-Hub

Implementation of Conv-based and Vit-based networks designed for CIFAR.