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Posted to discuss-archive@mxnet.apache.org by Deniz Kenan Kilic via MXNet Forum <mx...@discoursemail.com.INVALID> on 2020/06/22 11:03:12 UTC

[MXNet Forum] [Gluon] Help with SSD SmoothL1 metric reporting NaN during training


Dear Lee, I have the same problem for trying fine tuned ssd code with my custom dataset. While I was preparing .lst file I wrote the lines as following for images that have no objects:
idx 4 5 512 512 -1.0 -0.001953125	-0.001953125	-0.001953125	-0.001953125	img_path

I added class id as -1 and added bbox as [-1, -1, -1, -1] (above are normalized). How did you solve the issues with ground truth label, especially for images that have no objects? By the way I tried also the following format for no objects:
0	4	0	512	512	img_path
However it gives error about labeling in ssd code. Thanks so much for any help!





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