https://github.com/kodekarim/digit-recogniser

Digit Recogniser using Keras
https://github.com/kodekarim/digit-recogniser

deep-learning digit-recognition keras keras-tensorflow

Last synced: 18 days ago
JSON representation

Digit Recogniser using Keras

• Host: GitHub
• URL: https://github.com/kodekarim/digit-recogniser
• Owner: kodekarim
• License: gpl-3.0
• Created: 2018-11-21T12:03:19.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2018-11-21T12:19:29.000Z (about 6 years ago)
• Last Synced: 2024-11-13T13:05:24.448Z (3 months ago)
• Topics: deep-learning, digit-recognition, keras, keras-tensorflow
• Language: Python
• Size: 14.5 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Digit-Recogniser

Digit Recogniser using Keras 

The Kernels is using Tensor flow in the backend the main library used is Keras and sub modules:

Model

- Sequential

Layers

- Dense

- Dropout

- Activation

- Lambda

- Flatten

- Conv2D

- MaxPooling2D

Callbacks

- ReduceLROnPlateau

- EarlyStopping

EPOCHS = 10

BATCH_SIZE = 1000

loss: 0.0764 - acc: 0.9775 - val_loss: 0.0598 - val_acc: 0.9802

Kaggel link

https://www.kaggle.com/abdul002/digit-recogniser-using-keras

Public Score

0.98228