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Computer Vision Roadmap, Other resources, Projects, <<== Grow your…
Computer Vision Roadmap
Fundamentals
OpenCV
OpenCV with Python FULL COURSE
Input / Output
Input / Output with OpenCV
Basic operations
Basic Operations with OpenCV
Colorspaces
Corspaces with OpenCV
Blurring
Blurring with OpenCV
Threshold
Threshold with OpenCV
Drawing
Drawing with OpenCV
Python
Python FULL COURSE
Basic
Machine Learning
Image classification
Image classification FULL COURSE
Tools
YOLO NAS
YOLO NAS tutorial
Pytorch
Learn Pytorch in a day
Tensorflow
Tensorflow FULL COURSE
YOLOV8
Yolov8 FULL COURSE
Scikit Learn
Scikit Learn FULL COURSE
Object detection
Object Detection FULL COURSE
Semantic segmentation
Semantic segmentation tutorial
Pose detection
Pose detection tutorial
Specialization
Research
Advanced Machine Learning
Generative Adversarial Networks
Advanced Mathematics
MIT OpenCourseWare
Generative AI
Image generation
Train Dreambooth Stable Difussion on your images
Text generation
Chat with an image
Low level programming / electronics
C++
OpenCV with C++ FULL COURSE
Arduino
Arduino FULL COURSE
Jetson Nano
Jetson Nano FULL COURSE
Software Skills
Version control (Git)
Git and Github Crash Course
Docker
Docker Crash Course
Cloud dev
(AWS, Google, Azure)
BeABetterDev
Web dev
Code with Antonio
Other resources
Books
Practical Deep Learning for Cloud, Mobile & Edge
Computer Vision: Models, Learning, and Inference
Computer Vision: Algorithms And Applications
Communities
Discord server (temporarily unavailable)
Reddit
r/MachineLearning
r/StableDiffusion
r/computervision
Competitions
Kaggle
Projects
YouTube
Automatic number plate recognition with Python
Face Recognition with JavaScript
Sign language detection with Python and Scikit Learn
Computer Vision Engineer
Paid
End to end project:
Video Summarization API
Advanced model training:
Control Randomness
<<== Grow your skills ! ==>>
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