Projects

A collection of research-driven and engineering-focused projects spanning algorithms, artificial intelligence, software systems, and applied development.

Computer Vision

Computer Vision Project 01 thumbnail

100 Sports Image Classification

A deep learning project for sport image classification using a custom VGG19-based architecture with integrated Grad-CAM heatmap visualization for model interpretability.

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Computer Vision Deep Learning Cuda Grad Cam Cuda Pytorch GPU Acceleration Image Classification Transfer Learning VGG19 Data Augmentation Explainable-AI Sports Analytics Mixed Precision Training Heatmap Visualization Sports Classification Pytorch Grad Cam
Python Jupyter Googlecolab Opencv Numpy TQDM Cuda Pytorch Torchvision Kaggle Matplotlib Pillow