Multiple point per class detection program

Research & Models
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#1

Hi,
all programs I see for detecting keypoints on an image have one class per object, sometimes two (left and right) but never several (any number).
Do you know any program doing this please ?
Thank you
Best regards

#2

Hi @Sylvain_Ard ,

Yes, there are several programs on the market that detect multiple key points per class.

  1. YOLO: is a real-time object detection system that can detect multiple key points per class
  2. Faster R-CNN: is a two-stage object detection system that can also detect multiple key points per class
    3.Mask R-CNN
    4.OpenPose(multiple hand key points)
    5.CenterNet
    6.HRNet etc…

These are just a few examples of deep learning-based object detection models that can detect multiple key points per class.

Please ket me know if it helps you.

Thanks.

#4

no they are only one point per class and per object, I mean several points per class and per object

#5

for the hand each finger has a different class, and the arm left and right are differebt classes, I want any number of keypoints per class

#6

for an example, I want to detect the lobes of a leaf, the number of lobes is not known

#8

anyone has any answer please ?