nerdfswd / Digit-Classification-using-CNN-keras

Digit-Classification-using-CNN-keras

Here, in this we use Convolutional Neural Networks (CNN) to classify Digits.

  NOTE:: To improve accuracy of the model we have used CNN.

Installations:

Python 3.6 Packages to be installed:

  pip install numpy
  pip install pandas
  pip install matplotlib

For python 3.6, to install keras first we have to install tensorflow. Make sure to install tensorflow before installing keras.

   pip install tensorflow==2.0.0
   and then,
   pip install keras==2.2.4

NOTE: If u encountered problems like this,

TensorFlow 2.1 import 'DLL load failed error' #36665 Closed DLL load failed: The specified module could not be found. #36683 Closed ImportError: DLL load failed: The specified module could not be found. #36702 Make sure to install these,

1. Go to https://support.microsoft.com/en-us/help/2977003/the-latest-supported-visual-c-downloads
2. Then download x64: vc_redist.x64.exe
3. And install it. It works.

Okay!!! These are the installations we require to start this project. Hope this helps you guys.

In files section, Iam pinning you the dataset required. Feel free to have it.

Happy learning!!

For further queries, you can DM me on instagram @learnwithcodeeris or @im__sabiya.