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Capstone Project: Using Pytorch Convolutional Neural Networks to recognize Bengali Graphemes

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Using Deep Learning to Recognize Bengali Graphemes

Explanation of Files:

Report.pdf - Contains report explaining process and results. Start here.

banglanet.onnx - Netron visualization of the Convolutional Neural Network structure

banglanet_resnet.onnx - Netron visualization of the ResNet structure

bengali_graphemes_eda.ipynb - Initial exploratory data analysis of the project

deep_learning_pytorch.ipynb - Construction and testing of deep learning models

grad-cam.py - grad-cam implementation modified from this project

gradcam_images - directory containing the images generated by the gradcam in the format model_component_sample_label_type.jpg

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Capstone Project: Using Pytorch Convolutional Neural Networks to recognize Bengali Graphemes

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