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Projects in Awesome Lists by himanshkr03

A curated list of projects in awesome lists by himanshkr03 .

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https://github.com/himanshkr03/brain-tumor-segmentation-using-u-net

This repository contains a deep learning project for brain tumor segmentation using a 2D U-Net architecture applied to the BraTS2020 dataset. The project includes data preprocessing, model training, evaluation, and visualization.

brain-tumor-segmentation deep-learning keras medical-imaging python tensorflow unet-image-segmentation

Last synced: 17 Jan 2025

https://github.com/himanshkr03/mnist-handwritten-digit-classification

This repository contains a Python implementation of a handwritten digit classification model using a Convolutional Neural Network (CNN) trained on the MNIST dataset. The model achieves high accuracy and can be used for various applications.

cnn-classification deep-learning image-classification keras machine-learning mnist-handwriting-recognition python tensorflow

Last synced: 17 Jan 2025

https://github.com/himanshkr03/comparative_performance_on_fashionmnist

This repository explores various machine learning and deep learning models for classifying images from the Fashion MNIST dataset. It includes data exploration, model training, evaluation, and visualization techniques to gain insights into the classification task.

deep-learning fashion-mnist fine hybrid-model image-classification keras machine-learning scikit-learn tensorflow xgboost-algorithm

Last synced: 17 Jan 2025