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A continuously updated project to track the latest progress in the field of multi-modal object tracking. This project focuses solely on single-object tracking.
[CVPRW2025] A Simple Detector with Frame Dynamics is a Strong Tracker
This repository is a paper digest of Transformer-related approaches in visual tracking tasks.
[CVPR 2024] Official RT-DETR (RTDETR paddle pytorch), Real-Time DEtection TRansformer, DETRs Beat YOLOs on Real-time Object Detection. 🔥 🔥 🔥
Implementation of Enhancing Your Trained DETRs with Box Refinement
SiamIST: Infrared small target tracking based on an improved SiamRPN
[WACV2024] Patch-based Selection and Refinement for Early Object Detection
[CVPR 2022 Oral & TPAMI 2024] MixFormer: End-to-End Tracking with Iterative Mixed Attention
Official PyTorch implementation of "GlobalTrack: A Simple and Strong Baseline for Long-term Tracking" @ AAAI2020.
Visual Object Tracking
A visual object tracking paper list, articles related to visual object tracking have been documented.
Official repository for paper "MagicMan: Generative Novel View Synthesis of Humans with 3D-Aware Diffusion and Iterative Refinement"
Visual-Hyperspectral-Tracking-Development
Siam R-CNN two-stage re-detector for visual object tracking
[NeurIPS2021] Code Release of K-Net: Towards Unified Image Segmentation
OpenMMLab Detection Toolbox and Benchmark
TOOD: Task-aligned One-stage Object Detection, ICCV2021 Oral
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection, CVPR, Oral, 2020
SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking (CVPR 2020, Oral)
[ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking
[IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention
一些关于目标检测的脚本的改进思路代码,详细请看readme.md
标注自己的数据集,训练、评估、测试、部署自己的人工智能算法