Handwritten-Digit-string-Recognition

Handwritten Multi digit recognition is performed using a sequence based CRNN model ( Convolutional Recurrent Neural Network), which extracts meaningful features from sequencial window.
In this repository, I implemented a CRNN model with CTC Loss on our custom made Multi-digit numbers with decimals dataset to perform detection and recognition.

Training

Run the Custom_OCR.ipynb and save the model weights

Run the Digit_Recognition.ipynb using the saved model weight.

With Decimals:

Without Decimals:

Name		Name	Last commit message	Last commit date
Latest commit History 8 Commits
Custom_OCR.ipynb		Custom_OCR.ipynb
Digit_Recognition.ipynb		Digit_Recognition.ipynb
README.md		README.md