Small size image face keypoint detection

xingyizhou / CenterNet

Object detection, 3D detection, and pose estimation using center point detection:

MIT License

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Small size image face keypoint detection #746

Open CF2220160244 opened 4 years ago

CF2220160244 commented 4 years ago

I use the mutil_pose detecting face keypoint(5 point), When the image infer by the model， the image downsize 4x， the small face is 2-5 pixl in my data ，the keypoint heatmap center is very close, and then After the 3x3 maxpooling, the 5 keypoints may doublication, the 3x3 maxpooling is not suit me, How can i slove the problem, Can you gays give me some advise?

xingyizhou commented 4 years ago

I would suggest using a larger input resolution.