Installed Deep Learning Models
Model (conda) | Usage | Project Path |
---|---|---|
Mask-RCNN (mmpose) | Rat segmentation, Mouse segmentation | /home/liying_lab/chenxinfeng/DATA/CBNetV2 |
mmpose (mmpose) | 2D Keypoint Detection | xxx/DATA/mmpose |
YOLO-v8 (open-mmlab) | Animal Rapid Detection & Segmentation | xxx/DATA/ultralytic |
DANNCE (mmdet) | Animal 3D Keypoint Detection | xxx/DATA/dannce |
SmoothNet (mmdet) | Keypoint Temporal Smoothing | xxx/DATA/SmoothNet |