500 AI Machine learning Deep learning Computer vision NLP Projects with code

Image Processing and Deep Learning algorithm to detect leopards from a live camera feed.

🤖 Explore 500 AI, machine learning, deep learning, computer vision, and NLP projects with complete code to enhance your skills and projects.

Screen Recorder Project with OpenCV and C++ on Ubuntu

Apple Tree Diseases Predication using Image Classification

🧠 Explore deep learning through hands-on projects, implementing neural networks like CNNs, RNNs, and Transformers using Python and TensorFlow.

Using YOLOv8s and YOLOv5s network. Model optimization: based on YOLOv8s, the original detection Head is replaced by Dynamic Head, and the FasterNet lightweight module is introduced. Finished ablation experiments.

ADAS system for Indian road scenarios using YOLOv8-Seg for road segmentation, object detection, and instance segmentation, trained on diverse real-world datasets with superpixel refinement and real-time inference capabilities.

Multi-architecture neural network comparison (FFNN, LSTM-RNN, CNN) for surface fracture detection on ~228k grayscale images

skin disease classification using YOLOv8

Real-time autonomous driving perception system: detection, tracking, segmentation, and TensorRT C++ deployment

Android lane detection application using OpenCV and computer vision techniques.

CNN-based vehicle number plate detection and recognition system using TensorFlow, OpenCV, and Flask API for real-time image inference and automated license plate identification

🌿 Projet de Computer Vision basé sur un dataset de feuilles malades : analyse exploratoire, data augmentation, transformations d’images et classification CNN. Pipeline complet en Python, tests, visualisations, reproductibilité et modèle >90% accuracy.