JunweiLiang / Object_Detection_Tracking
Out-of-the-box code and models for CMU's object detection and tracking system for multi-camera surveillance videos. Speed optimized Faster-RCNN model. Tensorflow based. Also supports EfficientDet. WACVW'20
☆490Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Object_Detection_Tracking
- People detection and optional tracking with Tensorflow backend.☆496Updated 3 years ago
- Real time one-stage multi-class & multi-object tracking based on anchor-free detection and ReID☆389Updated 2 years ago
- Deep Cosine Metric Learning for Person Re-identification☆585Updated 2 years ago
- Real-time multi-person tracker using YOLO v3 and deep sort☆168Updated last year
- [Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021☆690Updated 9 months ago
- Track to Detect and Segment: An Online Multi-Object Tracker (CVPR 2021)☆554Updated 3 years ago
- realtime multiple people tracking (centerNet based person detector + deep sort algorithm with pytorch)☆592Updated 4 years ago
- Joint Detection and Embedding for fast multi-object tracking☆2,390Updated 2 years ago
- ☆211Updated last year
- ☆263Updated last year
- State-of-the-art model for person re-identification in Multi-camera Multi-Target Tracking. Benchmarked on Market-1501 and DukeMTMTC-reID …☆194Updated 10 months ago
- A fork of FairMOT used to do vehicle MOT.用于跟踪车辆的多目标跟踪, 自定义数据进行单类别多目 标实时跟踪☆188Updated last year
- Multi-camera live traffic and object counting with YOLO v4, Deep SORT, and Flask.☆979Updated 2 years ago
- Video/Image Labeling and Annotation Tool☆331Updated 3 years ago
- Multi-Camera Object Tracking via Deep Metric Learning☆186Updated 5 years ago
- Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)☆498Updated last year
- Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"☆818Updated last year
- Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.☆1,338Updated 5 months ago
- High-performance multiple object tracking based on YOLO, Deep SORT, and KLT 🚀☆1,155Updated 3 months ago
- Python implementation of the IOU Tracker☆692Updated 4 years ago
- The winning method in Track 1 and Track 3 at the 2nd AI City Challenge Workshop in CVPR 2018 - Official Implementation☆553Updated 4 years ago
- ☆232Updated 4 years ago
- TrackR-CNN baseline method for Multi-Object Tracking and Segmentation (MOTS)☆520Updated 3 years ago
- Benchmark multiple object trackers (MOT) in Python☆1,386Updated 3 weeks ago
- Simple model to Track and Re-identify individuals in different cameras/videos.(Yolov3 & Yolov4)☆206Updated 2 years ago
- Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow☆1,657Updated 3 years ago
- Object tracking implemented with YOLOv3, Deep Sort and Tensorflow.☆338Updated last year
- Tensorflow object detection with tracking based on the DeepSort algorithm