Xuzhong Yan's repositories
CMOT-Dataset
Construction Multi-Object Tracking (CMOT) Dataset
CIS-Dataset
The Construction Instance Segmentation (CIS) Dataset
StrongSORT-YOLO
Real-time multi-camera multi-object tracker using (YOLOv5, YOLOv7) and StrongSORT with OSNet
deep-person-reid
Torchreid: Deep learning person re-identification in PyTorch.
TrackEval
HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).
Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
labelImg
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
imgaug
Image augmentation for machine learning experiments.
voc2coco
How to create custom COCO data set for object detection
Yolov5_DeepSort_Pytorch
Real-time multi-person tracker using YOLO v5 and deep sort
sort
Simple, online, and realtime tracking of multiple objects in a video sequence.
opical-flow-estimation-with-RAFT
Optical Flow Estimation using RAFT with PyTorch.
2D-Pose
2D-Pose
3D-Pose-Video
Convert video to 3D pose in one-key.
KLT-Feature-Tracking
A Python implementation of the Kanade–Lucas–Tomasi (KLT) feature tracker
3D-Pose
Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
monodepth
Unsupervised single image depth prediction with CNNs
3D-R2N2
Single/multi view image(s) to voxel reconstruction using a recurrent neural network