Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image", ICCV 2019
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
[ICLR 2019] PyTorch implementation of "AD-VAT: An Asymmetric Dueling mechanism for learning Visual Active Tracking"
Bridging the Gap Between Anchor-based and Anchor-free Detection via Adaptive Training Sample Selection
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
An easy to understand and better performance version of CenterNet
This repo is implemented based on detectron2 and centernet
Unofficially Pytorch implementation of High-level Semantic Feature Detection: A New Perspective for Pedestrian Detection
Collection of papers, datasets, code and other resources for object tracking and detection using deep learning
Codes for paper: "IoU-Uniform R-CNN: Breaking Through the Limitations of RPN"
An open-source toolbox for action understanding based on PyTorch
[Pedestron] Generalizable Pedestrian Detection: The Elephant In The Room. @ CVPR2021
This is a deep learning based robot which follows a person in dynamic environment.
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
R-C3D pytorch implementation
implement for paper: "RDSNet: A New Deep Architecture for Reciprocal Object Detection and Instance Segmentation"
ResNeSt: Split-Attention Network
A PyTorch Implementation of Single Shot MultiBox Detector
Joint Detection and Embedding for fast multi-object tracking
Implementation of "Tracking without bells and whistles” and the multi-object tracking "Tracktor"
[ECCV'20] Ocean: Object-aware Anchor-Free Tracking
Track to Detect and Segment: An Online Multi-Object Tracker (CVPR 2021)
Learning the Model Update for Siamese Trackers (ICCV 2019)
A series of basic algorithms that are useful for video understanding, including Single Object Tracking (SOT), Video Object Segmentation (VOS) and so on.
The Winner and Runner-up Trackers for VOT-2019 Challenges
Neural Network Research Tookit
The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.