megvii-research / video_analyst
A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.
☆832Updated last year
Related projects ⓘ
Alternatives and complementary repositories for video_analyst
- [ECCV'20] Ocean: Object-aware Anchor-Free Tracking☆613Updated last year
- A clean PyTorch implementation of SiamFC tracking/training, evaluated on 7 datasets.☆627Updated 4 years ago
- [CVPR'19 Oral] Deeper and Wider Siamese Networks for Real-Time Visual Tracking☆751Updated 3 years ago
- Python Single Object Tracking Evaluation☆415Updated 5 years ago
- Transformer Tracking (CVPR2021)☆572Updated last year
- Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"☆613Updated 4 years ago
- A simplified PyTorch implementation of Siamese networks for tracking: SiamFC, SiamRPN, SiamRPN++, SiamVGG, SiamDW, SiamRPN-VGG.☆437Updated 5 years ago
- [ECCV2018] Distractor-aware Siamese Networks for Visual Object Tracking☆1,259Updated 4 years ago
- Official Python toolkit for generic object tracking benchmark GOT-10k and beyond☆557Updated last year
- Compare performances of algorithms on Objcet Tracking Benchmarks (SOT/MOT...)☆336Updated 11 months ago
- Siamese Box Adaptive Network for Visual Tracking☆278Updated 5 months ago
- Siam R-CNN two-stage re-detector for visual object tracking☆223Updated 3 years ago
- ☆252Updated 2 years ago
- SiamFC PyTorch☆233Updated 4 years ago
- Python re-implementation of some correlation filter based tracker☆524Updated 5 years ago
- D3S - Discriminative Single Shot Segmentation Tracker (CVPR 2020)☆265Updated 4 years ago
- (2020-2022)The PyTorch version of SiamFC,SiamRPN,DaSiamRPN, UpdateNet , SiamDW, SiamRPN++, SiamMask, SiamFC++, SiamCAR, SiamBAN, Ocean…☆1,335Updated last year
- SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking (CVPR 2020, Oral)☆322Updated last year
- Full reimplementation of siamese rpn, has 0.24 eao on vot2017.☆223Updated 3 years ago
- Memory Enhanced Global-Local Aggregation for Video Object Detection, CVPR2020☆568Updated 3 years ago
- Single object tracking and segmentation.☆484Updated 2 years ago
- A clean PyTorch implementation of SiamRPN tracker, evaluated on 7 datasets.☆189Updated 5 years ago
- CVPR2020 Oral && Best Paper Nomination☆256Updated last year
- ☆480Updated last year
- [ICCV'21] Learning Spatio-Temporal Transformer for Visual Tracking☆648Updated 6 months ago
- Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification☆532Updated 4 years ago
- Official PyTorch implementation of "GlobalTrack: A Simple and Strong Baseline for Long-term Tracking" @ AAAI2020.☆243Updated 4 years ago
- ☆253Updated 3 years ago
- Official Implementation of How To Train Your Deep Multi-Object Tracker (CVPR2020)☆497Updated last year
- Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"☆818Updated last year