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PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
PyTorch code and models for the DINOv2 self-supervised learning method.
Object Tracking with YOLOv5, CLIP, DINO and DeepSORT
Official Pytorch Implementation for “DINO-Tracker: Taming DINO for Self-Supervised Point Tracking in a Single Video”
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
Implementation of "TrackFormer: Multi-Object Tracking with Transformers”. [Conference on Computer Vision and Pattern Recognition (CVPR), 2022]
VGGSfM: Visual Geometry Grounded Deep Structure From Motion
MFT: Long-Term Tracking of Every Pixel -- code for the WACV 2024 paper
CoTracker is a model for tracking any point (pixel) on a video.
Learning Correspondence from the Cycle-consistency of Time (CVPR 2019)
OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.
SOTA Re-identification Methods and Toolbox
[CVPR 2024] MemFlow: Optical Flow Estimation and Prediction with Memory
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
Infinite Photorealistic Worlds using Procedural Generation
[CVPR 2024] Real-Time Open-Vocabulary Object Detection
EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation
[CVPR21] LightTrack: Finding Lightweight Neural Network for Object Tracking via One-Shot Architecture Search
(2020-2022)The PyTorch version of SiamFC，SiamRPN，DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean, LightTrack , TrTr, NanoTrack; Visual object tracking based on…
[ICLR 2023] Official implementation of the paper "DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection"
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020
[ICCV 2023] DETRs with Collaborative Hybrid Assignments Training
[CVPR2024] The code for "Osprey: Pixel Understanding with Visual Instruction Tuning"
Images to inference with no labeling (use foundation models to train supervised models).
A Supervised and Semi-Supervised Object Detection Library for YOLO Series