Detect different parts of a Bank Cheque
The dataset was downloaded from: IDRBT Cheque Image Dataset.
You can also find the dataset here: Kaggle Dataset
P. Dansena, S. Bag, and R. Pal, “Differentiating Pen Inks in Hand-written Bank Cheques Using Multi-Layer Perceptron”, Proc. of 7th International Conference on Pattern recognition and Machine Intelligence, Kolkata, India, December 2017.
The annotations were done using the SuperAnnotate Tool.
The tool exports a separate .json file for every image containing the bounding box and class information. It does not export the size of image though.
The model was trained on Kaggle GPU(P100) for 5000 steps, 0.7 loss. You can check the kaggle notebook/kernel here:
The Inference Notebook can be used to run the prediction on the model trained.
The Google Colab link: Colab Notebook
