Can you try to test fashion-mnist?

vicariousinc / science_rcn

Reference implementation of a two-level RCN model

https://www.vicarious.com/Common_Sense_Cortex_and_CAPTCHA.html

MIT License

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Can you try to test fashion-mnist? #6

Closed chinakook closed 6 years ago

chinakook commented 7 years ago

It's more general and complicated than mnist. https://github.com/zalandoresearch/fashion-mnist

demobin8 commented 7 years ago

fashion-mnist benchmark

INFO:__main__:Training on 20 images...
INFO:__main__:Testing on 20 images...
Total test accuracy = 0.6

INFO:__main__:Training on 100 images...
INFO:__main__:Testing on 20 images...
Total test accuracy = 0.7

INFO:__main__:Training on 1000 images...
INFO:__main__:Testing on 10000 images...
Total test accuracy = 0.7235

chinakook commented 7 years ago

@StephenZengCn But my score on fashion-mnist is:


INFO:__main__:Training on 20 images...
INFO:__main__:Testing on 20 images...
Total test accuracy = 0.15

INFO:__main__:Training on 100 images...
INFO:__main__:Testing on 20 images...
Total test accuracy = 0.05

chinakook commented 7 years ago

@StephenZengCn I've got wrong data ealier. Now,I have result as follows:


INFO:__main__:Training on 20 images...
INFO:__main__:Testing on 20 images...
Total test accuracy = 0.55

INFO:__main__:Training on 100 images...
INFO:__main__:Testing on 20 images...
Total test accuracy = 0.5

MrsJLW commented 6 years ago

The result is not ideal.