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Takudzwa Makadho's Projects

ai_agent_chromedino_game icon ai_agent_chromedino_game

This repository features a Deep Q-Learning agent implemented with PyTorch and Pygame. The agent is designed to play and learn from the Chrome Dino game, showcasing reinforcement learning techniques

cnn-mnist-fashion icon cnn-mnist-fashion

This repository contains a CNN implementation on Fashion-MNIST, a replacement for MNIST. It includes 60,000 training images, 10,000 testing images, and a TensorFlow/Keras model. The goal is to benchmark CNN performance and provide a starting point for researchers and practitioners

fashion-gen-gan icon fashion-gen-gan

A Generative Adversarial Network that generate new images of shirts,trousers,etc from the MNIST Fashion dataset

ml-edible-mushroom-classifier icon ml-edible-mushroom-classifier

A machine learning model that classifies mushrooms as edible or not edible based on their characteristics. Useful for mushroom enthusiasts and foragers, this project demonstrates machine learning concepts and classification techniques.

ml-spotify-songs-clustering icon ml-spotify-songs-clustering

This repository contains a project focused on clustering Spotify's top songs using Principal Component Analysis (PCA) and K-Means clustering. The dataset includes audio features, stream counts, and chart duration for songs appearing in Spotify's Top 200 charts since 2016.

pytorch-unet icon pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

url-shortener icon url-shortener

A sophisticated URL shortener written in Java. You will like it :)

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