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Your roadmap to mastering Computer Vision
Explore 73 computer vision tasks across 10 domains. Follow the learning path from fundamentals to specialized mastery — or jump straight to any task you want to study.
Level:Status:
Showing 73 of 73 tasks
1 · Start Here
Image basicsImage Classification
FundamentalsBeginner
Multi-label Classification
FundamentalsBeginner
Fine-grained Classification
FundamentalsIntermediate
Zero-shot / Few-shot Classification
FundamentalsAdvanced
Edge Detection
FundamentalsBeginner
Image Captioning
FundamentalsIntermediate
2 · Find Things
Detect & localizeObject Detection (2D)
Detection & LocalizationBeginner
Object Localization
Detection & LocalizationBeginner
Instance Segmentation
Detection & LocalizationIntermediate
Semantic Segmentation
Detection & LocalizationIntermediate
Panoptic Segmentation
Detection & LocalizationAdvanced
Oriented / Rotated Detection
Detection & LocalizationAdvanced
Keypoint / Landmark Detection
Detection & LocalizationIntermediate
Pose Estimation
Detection & LocalizationIntermediate
Face Detection
Detection & LocalizationBeginner
3 · Make Sense
Understand scenesScene Classification
Scene & UnderstandingBeginner
Scene Parsing
Scene & UnderstandingAdvanced
Visual Relationship Detection
Scene & UnderstandingAdvanced
Visual Question Answering
Scene & UnderstandingAdvanced
Visual Grounding
Scene & UnderstandingAdvanced
Visual Commonsense Reasoning
Scene & UnderstandingAdvanced
Vision-Language Models (VLM)
Scene & UnderstandingAdvanced
4 · In Motion
Video & trackingAction Recognition
Video & MotionIntermediate
Action Localization
Video & MotionAdvanced
Multi-object Tracking
Video & MotionAdvanced
Anomaly / Violence Detection
Video & MotionAdvanced
Optical Flow Estimation
Video & MotionAdvanced
Video Object Segmentation
Video & MotionAdvanced
Video Summarization
Video & MotionAdvanced
5 · Create
Generate & restoreSuper-Resolution
Generation & RestorationIntermediate
Image Inpainting / Outpainting
Generation & RestorationAdvanced
Style Transfer
Generation & RestorationIntermediate
Image-to-Image Translation
Generation & RestorationAdvanced
Text-to-Image Generation
Generation & RestorationAdvanced
Image Colorization
Generation & RestorationIntermediate
Image Restoration
Generation & RestorationAdvanced
Background Removal
Generation & RestorationBeginner
Image Enhancement
Generation & RestorationBeginner
6 · Real World
3D, depth & medicalDepth Estimation
3D & DepthIntermediate
3D Reconstruction
3D & DepthAdvanced
Point Cloud Segmentation / Classification
3D & DepthAdvanced
3D Object Detection
3D & DepthAdvanced
3D Pose Estimation
3D & DepthAdvanced
Mesh Reconstruction
3D & DepthAdvanced
SLAM
3D & DepthAdvanced
7 · Read & Drive
Documents & autonomyMedical Image Segmentation
Medical ImagingAdvanced
Tumor / Lesion Detection
Medical ImagingAdvanced
Histopathology Analysis
Medical ImagingAdvanced
Retinal / Fundus Analysis
Medical ImagingAdvanced
8 · Mastery
Specialized domainsOptical Character Recognition (OCR)
Documents & TextBeginner
Document Layout Analysis
Documents & TextIntermediate
Table Detection & Recognition
Documents & TextAdvanced
Handwriting Recognition
Documents & TextIntermediate
Document Understanding (VDU)
Documents & TextAdvanced
Scene Text Detection & Recognition
Documents & TextIntermediate