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Computer Vision

Image classification, detection and segmentation: how machines see.

All 8 Videos 2 Documents 3 Courses 3
All levels Beginner Advanced Expert

Beginner

Start here. No background needed beyond school maths.

Video Beginner ▶ Watch here

OpenCV Course: Full Tutorial with Python

Reading images and video, drawing, transformations, contours, colour spaces and face detection with OpenCV.

freeCodeCamp

Expert

Research-level depth and specialist material.

Video Expert ▶ Video series

Stanford CS231n: Convolutional Neural Networks for Visual Recognition (2017)

The landmark Stanford course on deep learning for vision: image classification, CNN architectures, detection and generative models.

Stanford University School of Engineering

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Python & Foundations 21 Math & Statistics 40 Data Analysis 16 Data Science 7 Machine Learning 62 Deep Learning 156 NLP 26 Generative AI & LLMs 356 AI Agents 9 MLOps & Cloud 6 Data Engineering 11 Responsible AI 8

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