open-mmlab / mmtrackingLinks
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.
☆3,799Updated 2 years ago
Alternatives and similar repositories for mmtracking
Users that are interested in mmtracking are comparing it to the libraries listed below
Sorting:
- [ECCV 2022] ByteTrack: Multi-Object Tracking by Associating Every Detection Box☆5,724Updated last year
- [IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking☆4,177Updated 2 years ago
- 🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥☆3,124Updated last year
- Simultaneous object detection and tracking using center points.☆2,451Updated last year
- MOT using deepsort and yolov3 with pytorch☆2,987Updated last year
- BoxMOT: Pluggable SOTA multi-object tracking modules modules for segmentation, object detection and pose estimation models☆7,710Updated last week
- Visual tracking library based on PyTorch.☆3,441Updated last year
- YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documenta…☆10,123Updated 4 months ago
- implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)☆2,005Updated 11 months ago
- OpenMMLab Computer Vision Foundation☆6,283Updated 5 months ago
- Resources for Multiple Object Tracking (MOT)☆1,376Updated 2 weeks ago
- Joint Detection and Embedding for fast multi-object tracking☆2,434Updated 3 years ago
- Scaled-YOLOv4: Scaling Cross Stage Partial Network☆2,031Updated 11 months ago
- The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.☆1,304Updated 2 years ago
- OpenMMLab YOLO series toolbox and benchmark. Implemented RTMDet, RTMDet-Rotated,YOLOv5, YOLOv6, YOLOv7, YOLOv8,YOLOX, PPYOLOE, etc.☆3,319Updated last year
- PyTorch ,ONNX and TensorRT implementation of YOLOv4☆4,524Updated last year
- OpenMMLab Rotated Object Detection Toolbox and Benchmark☆2,042Updated last year
- YOLOv6: a single-stage object detection framework dedicated to industrial applications.☆5,854Updated last year
- HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).☆1,146Updated last year
- This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows" on Object Detection and …☆1,894Updated 2 years ago
- Simple Online Realtime Tracking with a Deep Association Metric☆5,934Updated 7 months ago
- [CVPR2023] The official repo for OC-SORT: Observation-Centric SORT on video Multi-Object Tracking. OC-SORT is simple, online and robust t…☆952Updated 2 years ago
- AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.☆3,460Updated last year
- Object detection, 3D detection, and pose estimation using center point detection:☆7,505Updated 2 years ago
- [ECCV'22 Oral] Towards Grand Unification of Object Tracking☆951Updated 3 years ago
- Simple, online, and realtime tracking of multiple objects in a video sequence.☆4,275Updated last year
- A simple, fully convolutional model for real-time instance segmentation.☆5,182Updated last month
- BoT-SORT: Robust Associations Multi-Pedestrian Tracking☆1,218Updated last year
- High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀☆1,194Updated last year
- Framework agnostic sliced/tiled inference + interactive ui + error analysis plots☆4,872Updated last week