How to Build Your Own Azure Vision in Foundry Tools
Replace Azure Vision in Foundry Tools with a custom build. Discover vision AI from image and video analysis
Build Difficulty: 5/5
Build a working replacement in a weekend with AI tools
Estimated Timeline
Based on 15 features at Weekend Project difficulty, expect about One weekend with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 15 features
Privacy(3 features)
Microsoft automatically deletes images and videos after processing and does not train on customer data to enhance models.
Video data does not leave premises and is not stored on the edge where the container runs for privacy protection.
Uses pseudonymous identifiers to track bounding boxes without identifying individuals or detecting demographic information.
Vision Analysis(3 features)
Analyze visual content that pulls from more than 10,000 concepts and objects to detect, classify, caption, and generate insights. Includes automatic image captioning with natural language, smart crop, and image classification.
Automatically tag and classify images based on detected content.
Detect and identify objects within images and video streams for real-time analysis and understanding.
Video Analysis(2 features)
Stream and analyze video content in real time with spatial analysis and object detection capabilities.
Track movement and analyze environments in real time using computer vision. Detects and locates human presence in video footage with bounding boxes, tracks movements, and outputs event data including zone entry/exit and directional line crossing.
Governance(1 features)
Clear guidance on how to use computer vision responsibly aligned with Microsoft responsible AI principles.
Identity Verification(1 features)
Create intelligent applications that recognize and verify human identity using facial recognition and liveness detection capabilities.
Image Processing(1 features)
Intelligently crop images with automatic composition optimization.
Integration(1 features)
Integrate vision capabilities through REST API or client libraries with no machine learning expertise required.
Machine Learning(1 features)
Fine-tune models for custom scenarios with few-shot learning capabilities. Next generation of Custom Vision with improved accuracy. Can start with as little as one image per label.
Cost Calculator
Pricing data not available for Azure Vision in Foundry Tools. Check their website for current pricing.