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charlesq34 avatar charlesq34 commented on August 16, 2024

Hi Maggie,

The dataset is quite small (in some categories there are only 100 objects for training and a few for testing) so the result is not stable. What I usually do is to observe the loss curve and "early stop" the training at 200 or 250 epochs.

For stable evaluation I suggest you use the evaluation code which evaluates point cloud in all rotations instead of just the default rotation provided by ModelNet40.

Hope it helps

from pointnet.

maggie0106 avatar maggie0106 commented on August 16, 2024

Hi Charles,
Thanks for replying me! I will try the method u mentioned.

Cheers,
Maggie

from pointnet.

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