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Published 20 hours ago • verified publisher icon smallcorgi

Question about loss

Open e2sh83 opened this issue 7 years ago • 3 comments

Hi @smallcorgi

What loss value did you arrive after 50 epoch training? I got about 16.0 which seems higher than my expectation(starting from 19.3). The orientation value regressed during test seems reasonable. I am just wondering your case. Thank you for your answer in advance.

e2sh83 avatar Jan 26 '18 06:01 e2sh83

Hi @e2sh83 ,

Sorry, I didn't log the training loss.

But, I had trained the Deep3DBox only 20 epochs and evaluated the AP of orientation.

The following table is the result.

Easy Moderate Hard
Car 98.75% 96.42%
Pedestrian 65.12% 64.11%
Cyclist 77.5% 75.46%

smallcorgi avatar Jan 29 '18 07:01 smallcorgi

@e2sh83 same as your result @smallcorgi it seems that your tesing data is your training data?

hectorgui avatar Mar 29 '18 15:03 hectorgui

Hi @hectorgui, I split the KITTI into train/val set used in 3DOP/Mono3D/MV3D. And my result is testing on the validation set.

smallcorgi avatar Mar 29 '18 17:03 smallcorgi