For this project which I did with my teammate, Mohammad Osoolian, we had to read an image of ID/Credit Card and perform the following steps:
- Cut the region of the card in the image
- Identifying the type of card (ID or Credit)
- Recognizing the region of numbers on the card
- Predict the recognized numbers
One of our challenges was the dataset; so, we create a dataset based on the templates of the credit cards of the following banks:
- Keshavarzi
- Mellat
- Melli
- Refah
- Saderat
- Saman
- Tejarat
and you can have a look at our data creation in data_creation folder