500 AI Machine learning Deep learning Computer vision NLP Projects with code
This repository showcases a selection of machine learning projects undertaken to understand and master various ML concepts. Each project reflects commitment to applying theoretical knowledge to practical scenarios, demonstrating proficiency in machine learning techniques and tools.
FaceFusion is an AI-powered tool that delivers high-quality face enhancements and realistic face swaps. Using models like GFPGAN, Real-ESRGAN, and InsightFace, it’s perfect for film studios, content creators, and designers seeking efficient and affordable visual effects if developed fully.
AI-powered Chest X-ray report generation app using VLM (Swin-T5) and LLM (LLaMA-3) for multilingual Q&A and medical education support.
A deep learning or transfer learning project to classify chest X-rays of pediatric patients as either showing signs of pneumonia or not.
White Blood Cell Classification is a deep learning project built with Python, TensorFlow, and Keras that classifies five types of WBCs from microscopic images using a CNN model. With advanced image preprocessing, data augmentation, and a robust architecture, it achieves up to 95% test accuracy.
Një model për ti detektuar dronat nga imazhet, videot dhe regjistrimet në kohë reale duke përdorur YOLOv3 dhe PyTorch.
🎭 Swap faces in images and videos effortlessly with this user-friendly, AI-powered tool that delivers high-quality results across all platforms.
🌞 Manage Xeroderma Pigmentosum effectively with DermaFlow, an AI-driven web solution that provides proactive care and UV protection for patients and caregivers.
🧠 Explore deep learning through hands-on projects, implementing neural networks like CNNs, RNNs, and Transformers using Python and TensorFlow.
Music is an essential part of human culture, but automatically classifying songs into genres is a challenging problem for computers. With the explosion of digital music libraries, manual tagging is not scalable.
A 350M parameter cybersecurity LLM built entirely from scratch — custom tokenizer, transformer architecture, pretrained on 5B tokens of security data.
Build a persistent knowledge graph of your codebase to provide AI agents with structural context instead of standard text search.
deep_learning_project
The project utilizes deep learning techniques and chest X-ray images to identify pneumonia in real-time, providing a fast and efficient tool for medical diagnosis.
Deep Learning project using a Convolutional Neural Network (CNN) in TensorFlow/Keras to classify objects in the CIFAR-10 dataset with ~70% accuracy