Computer Vision Roadmap
Fundamentals
OpenCV
Input / Output
Basic operations
Colorspaces
Blurring
Threshold
Drawing
Python
Basic
Machine Learning
Image classification
Object detection
Semantic segmentation
Pose detection
Tools
YOLO NAS
Pytorch
Tensorflow
YOLOV8
Scikit Learn
Specialization
Research
Generative AI
Low level programming / electronics
Advanced Machine Learning
Advanced Mathematics
C++
Arduino
Jetson Nano
Image generation
Text generation
Projects
YouTube
Paid
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Other resources
Books
Communities
Competitions
Discord server (temporarily unavailable)
Software Skills
Version control (Git)
Docker
Cloud dev
(AWS, Google, Azure)
Web dev
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