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I have downloaded the code and run it ok for 8 letters recognition. However, Something happened when I recode your code to recognize 14 or more letters. The problem is that training accuracy always be zero, even after dozen epoches' training, each epoch has 1w pictures.
It looks like it happens for the training images, in which the stroke width varies. Does it mean this algorithm only works fine for the fixed stroke width?
Thanks for your contribution.
I have downloaded the code and run it ok for 8 letters recognition. However, Something happened when I recode your code to recognize 14 or more letters. The problem is that training accuracy always be zero, even after dozen epoches' training, each epoch has 1w pictures.
2017-08-07 18:16:11,402 - root - INFO - Epoch[11] Batch [100] Speed: 271.67 samples/sec accuracy=0.000000
2017-08-07 18:16:15,152 - root - INFO - Epoch[11] Batch [200] Speed: 266.71 samples/sec accuracy=0.000000
2017-08-07 18:16:18,915 - root - INFO - Epoch[11] Batch [300] Speed: 265.76 samples/sec accuracy=0.000000
2017-08-07 18:16:22,544 - root - INFO - Epoch[11] Batch [400] Speed: 275.58 samples/sec accuracy=0.000000
2017-08-07 18:16:26,258 - root - INFO - Epoch[11] Batch [500] Speed: 269.32 samples/sec accuracy=0.000000
2017-08-07 18:16:30,039 - root - INFO - Epoch[11] Batch [600] Speed: 264.47 samples/sec accuracy=0.000000
2017-08-07 18:16:33,699 - root - INFO - Epoch[11] Batch [700] Speed: 273.27 samples/sec accuracy=0.000000
2017-08-07 18:16:37,393 - root - INFO - Epoch[11] Batch [800] Speed: 270.71 samples/sec accuracy=0.000000
2017-08-07 18:16:41,054 - root - INFO - Epoch[11] Batch [900] Speed: 273.20 samples/sec accuracy=0.000000
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