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Xuzhong Yan's Projects

3d-pose icon 3d-pose

Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"

3d-r2n2 icon 3d-r2n2

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

cis-dataset icon cis-dataset

The Construction Instance Segmentation (CIS) Dataset

deformable-detr icon deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

imgaug icon imgaug

Image augmentation for machine learning experiments.

labelimg icon labelimg

🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images

labelme icon labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

monodepth icon monodepth

Unsupervised single image depth prediction with CNNs

sort icon sort

Simple, online, and realtime tracking of multiple objects in a video sequence.

strongsort-yolo icon strongsort-yolo

Real-time multi-camera multi-object tracker using (YOLOv5, YOLOv7) and StrongSORT with OSNet

trackeval icon trackeval

HOTA (and other) evaluation metrics for Multi-Object Tracking (MOT).

voc2coco icon voc2coco

How to create custom COCO data set for object detection

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