Computer Vision - Roadmap
Beginner
Basic Image Manipulation & Filtering
Object Detection with Haar Cascades
Face Detection with OpenCV
Image Colorization
Barcode and QR Code Scanner
Intermediate
Build Your Own Edge Detector
Image Classification with CNNs
Real-time Hand Gesture Recognition
Traffic Sign Classifier
Pose Estimation System
Advanced
Build Your Own CNN from Scratch
Real-time Face Recognition & Tracking
Image Segmentation with U-Net
Style Transfer System
Object Detection with YOLO or SSD
3D Object Reconstruction
Gesture-Controlled Interface
Visual Question Answering System
Multi-Camera Tracking System
Deploy CV Model on Edge Device
Full CV Pipeline with MLOps
Distributed Video Analysis System
Advanced Gesture Control Interface
UI Hand Model Interface
