AiTechWorlds
Learn computer vision with the best GitHub repositories — production detection models and curated resource lists. Master image recognition and detection with hands-on, free tools.
7 repositories
ultralytics
State-of-the-art YOLO models, made easy
The official YOLO framework for training and deploying object detection, segmentation, and pose models.
What you get
What you'll learn
Best for: Developers building real CV applications.
jbhuang0604
Curated computer vision resources
A curated list of computer-vision papers, courses, datasets, and software.
What you get
What you'll learn
Best for: Students mapping out CV study.
opencv
The classic computer-vision library
OpenCV — the most widely used open-source library for computer vision and image processing.
What you get
What you'll learn
Best for: Anyone starting computer vision.
microsoft
Best-practice CV examples by Microsoft
A collection of best-practice computer-vision examples and recipes in notebooks.
What you get
What you'll learn
Best for: Developers building CV solutions.
facebookresearch
Meta’s detection & segmentation platform
Detectron2 — a powerful library for object detection and segmentation research.
What you get
What you'll learn
Best for: Advanced CV practitioners and researchers.
spmallick
Code for the LearnOpenCV blog
A large collection of computer-vision and deep-learning examples accompanying tutorials.
What you get
What you'll learn
Best for: Learners following CV tutorials.
google-ai-edge
On-device ML for vision and more
MediaPipe — Google’s framework for building on-device perception pipelines (hands, face, pose).
What you get
What you'll learn
Best for: Developers building real-time CV apps.
ultralytics/ultralytics (YOLO) lets you train and run state-of-the-art object detection with minimal code.
Begin with OpenCV basics and a high-level model like YOLO, then explore curated CV resource lists.
The high-level libraries are — you can detect objects in a few lines before diving into the theory.
Pair these with our learning roadmaps, free courses, and notes library.
