have-fun-with-machine-learning Accuracy 55% in model-attempt-1 approach

Accuracy 55% in model-attempt-1 approach

Open sanketfirodiya opened this issue 6 years ago • 3 comments

I have followed the exact steps from the tutorial. Tried with base learning rate 0.01 (default value) and 0.001 (based on the tutorial screenshot), but both didn't get better accuracy. Also it took almost 25 minutes to train.

Jun 04 '18 02:06 sanketfirodiya

cc @humphd @BirkhoffLee would appreciate if you could take a look :)

Jun 04 '18 07:06 sanketfirodiya

Exactly same issue here

Jun 08 '18 08:06 zhongjie526

Not sure what you're hitting. Is this retraining the existing models or from scratch? I'd advise moving on to retrain, since doing the first from-scratch run is not going to produce anything useful regardless (not enough data).

It's possible that something has changed (version issues upstream) with digits or caffe or something since I wrote this, I haven't re-run the steps for a while.

I'm in the process of updating the docs to use TensorFlow at the moment, which I hope to get done this summer.

Jun 09 '18 14:06 humphd

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Accuracy 55% in model-attempt-1 approach

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