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alexgkendall / SegNet-Tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset
http://mi.eng.cam.ac.uk/projects/segnet/tutorial.html
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Not able to reproduce results after following Segnet tutorial #104

Open ChidanandKumarKS opened 7 years ago

ChidanandKumarKS commented 7 years ago

Dear alex,

I have gone thru tutorials given on SEGNET from the site http://mi.eng.cam.ac.uk/projects/segnet/tutorial.html.

I did exactly the same steps for SEGNET_BASIC and BAYGNET_SEGNET_BASIC since i had only 4GB GPU. Apart from that i have given only batch size of 1 instead of 4 to avoid out of memory bound. Results of SEGNET_BASIC and BAYGNET_SEGNET_BASIC are very from ground truth. Kindly requesting you to let me know what mistake i have done so that i can get decent results compared to ground truth

Regards K S Chidanand Kumar

mrgloom commented 6 years ago

You can try batch accumulation. https://github.com/NVIDIA/DIGITS/issues/1101