GPV_Pose
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Question about the training on CAMERA dataset
Thanks for the code sharing and the impressive work.
I am trying to train the code on REAL275 and CAMERA datasets by myself. I trained two networks by setting the dataset
to Real
and CAMERA
in config.py
. The result trained on REAL275 is good. However, the one trained on the CAMERA dataset did not seem well. The following are the results on CAMERA:
average mAP:
3D IoU at 25: 95.0
3D IoU at 50: 92.8
3D IoU at 75: 85.1
5 degree, 2cm: 61.9
5 degree, 5cm: 73.0
10 degree, 2cm: 71.1
10 degree, 5cm: 85.8
10 degree, 10cm: 87.3
I am wondering should the hyperparameters be adjusted for training the CAMERA dataset, or are there any other clues for this? Thank you so much!