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Low Accuracy

Open DennisFaucher opened this issue 5 years ago • 5 comments

Thank you for this excellent example. Great idea. I have found the accuracy of the model quite low for me (~20%) and incorrect letters are often suggested. I decided to create a new model with your huge dataset in the NVIDIA DIGITS program using AlexNet. Accuracy jumped to 100% in just the first few epochs of training. I will try and adjust your code to use the Caffe model that DIGITS creates. Screen Shot 2019-05-14 at 10 11 03 PM

DennisFaucher avatar May 15 '19 02:05 DennisFaucher

how do you do this?

csyjin6 avatar Mar 15 '20 08:03 csyjin6

how do you do this?

The tutorial on DIGITS is very good. Take a look at the Digits section of "Two Days to a Demo" on this page: https://github.com/dusty-nv/jetson-inference/blob/master/README.md#two-days-to-a-demo-digits

DennisFaucher avatar Mar 15 '20 09:03 DennisFaucher

how do you do this?

The tutorial on DIGITS is very good. Take a look at the Digits section of "Two Days to a Demo" on this page: https://github.com/dusty-nv/jetson-inference/blob/master/README.md#two-days-to-a-demo-digits

Hey, can u help with that? I need more accuracy for my graduated work

vkravchik avatar Jun 10 '20 13:06 vkravchik

Thank you for this excellent example. Great idea. I have found the accuracy of the model quite low for me (~20%) and incorrect letters are often suggested. I decided to create a new model with your huge dataset in the NVIDIA DIGITS program using AlexNet. Accuracy jumped to 100% in just the first few epochs of training. I will try and adjust your code to use the Caffe model that DIGITS creates. Screen Shot 2019-05-14 at 10 11 03 PM

Hi could you please guide me how to get the accuracy graphs for the loicmarie's model?please provide me the code.

ChamiJ avatar Nov 03 '20 22:11 ChamiJ

@ChamiJ NVIDIA DIGITS creates those graphs https://developer.nvidia.com/digits

DennisFaucher avatar Nov 09 '20 20:11 DennisFaucher