SiamMask

2019-11-26 2026-09-20

CV / Object Tracking / SiamMask

4 minutes read (About 592 words)

SiamMask[1] is used to detect and segment objects from videos in each frame, initializing a single bounding box and outputing binary segmentation mask and rotated objects boxes. There are some details of reading and implementing it.

DL, Tracking, VOT

Tracktor

2019-11-09 2026-09-20

CV / Object Tracking / Tracktor

3 minutes read (About 514 words)

Tracktor[1] is used to detect objects from videos in each frame, while forming tracks by linking corresponding detections across time. There are some details of reading and implementing it.

DL, MOT, Tracking

Faster R-CNN

2019-10-19 2026-09-20

CV / Object Detection / Faster R-CNN

4 minutes read (About 639 words)

Faster R-CNN[1] is used to detect objects in images, with outputing bounding box and class scores. There are some details of reading and implementing it.

DL, Detection, Faster R-CNN