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99-ml-learning-projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects

books

camouflaged-target-acquisition-using-yolov8

The "Camouflage Detection" project addresses the complex challenge of identifying objects that blend into their surroundings using advanced deep learning techniques. Leveraging Convolutional Neural Networks (CNNs) and the YOLO (You Only Look Once) framework.

deep-learning-books

Books for machine learning, deep learning, math, NLP, CV, RL, etc

dlfs_code

Code for the book Deep Learning From Scratch, from O'Reilly September 2019

human-detection

The "Robust Human Detection" mini project focuses on advancing human detection using YOLO v8, addressing challenges in crowded scenarios and tracking. Objectives include improving accuracy, real-time tracking, and efficient counting, evaluated through metrics like accuracy and speed.

liftoff0

Mock Interview Simulator with AI-Powered Feedback

morse-code-detection

The Morse Code Translator project integrates OpenCV and dlib for facial detection, capturing real-time video input to interpret facial expressions into Morse code for dynamic and interactive communication.

practical-deep-learning-book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge