DeepForms is a Deep Learning Web Application to recognize handwritten exam marks and populate data into RDBMS Table
Being a Django Application, we can test-run it using the Django Development Web Server using python manage.py runserver
The default URL will then be localhost:8000
- Tensorflow -
pip install tensorflow
- Keras -
pip install keras
- Django -
pip install django
Other Dependencies exist, but they will be resolved during the pip install
of the above.
On running the application, upload any of the test images from the test_images
folder.
If interested, you can submit a pull request regarding the following:
- Asynchronous Processing of the Form/Paper.
- Codebase is really dirty currently - Refactoring needed.
- Improvements in Accuracy - Currently there are some wrong predictions of digits. Going to fix that.