Ghost keypoints using yolov7-w6-pose.pt

WongKinYiu / yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

GNU General Public License v3.0

13.36k stars 4.22k forks source link

Ghost keypoints using yolov7-w6-pose.pt #1719

Open MABatin opened 1 year ago

MABatin commented 1 year ago

Hi, I am running an application where I need to generate keypoints of humans from real-time feed of webcams. I am using yolov7.pt for detecting human bboxes and yolov7-w6-pose.pt for generating keypoints of humans. I have to run two of these models in parallel threads because when using just the yolov7-w6-pose.pt model for generating keypoints as well as bboxes, I get ghost keypoints, i.e. keypoints on blank spaces, such as chairs, tables etc. What might be the reason behind this.

wzf19947 commented 1 year ago

I've met this too, weird keypoints and weird connections ,hah. I don't know if it's my code bug or just a common problem.