An AI based cheque verification system
Budget: ₹1,500 – ₹12,500 INR
I will be providing the dataset, and the structure. I need someone who can complete the project on Jupyter notebook within the specified time period. It includes the following steps :
- image segmentation using numpy to separate legal value, signature, cheque id, account number etc
- apply OCR on printed text to obtain text values
- apply digit recognition using CNN trained on MNIST dataset to obtain handwritten digit values
- apply character recognition using CNN trained on IAM dataset to obtain handwritten character values
- apply SIFT and SVM for signature verification
- image segmentation using numpy to separate legal value, signature, cheque id, account number etc
- apply OCR on printed text to obtain text values
- apply digit recognition using CNN trained on MNIST dataset to obtain handwritten digit values
- apply character recognition using CNN trained on IAM dataset to obtain handwritten character values
- apply SIFT and SVM for signature verification
Related categories:
Python
Matlab and Mathematica
Algorithm
Artificial Intelligence
Image Processing