Replacement Guide

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

Weekend Project
15 features8 integrationsOne weekend

Estimated Timeline

Based on 15 features at Weekend Project difficulty, expect about One weekend with AI-assisted development.

1
Setup & scaffolding
2 hours
2
Core features
4-6 hours
3
Polish & deploy
2 hours

Recommended Tech Stack

Next.js 14

Full-stack React framework with API routes and server components

Supabase

PostgreSQL database, auth, and real-time subscriptions

Tailwind CSS

Utility-first styling for rapid UI development

Key Features to Replicate

Top features across 8 categories. See all 15 features

Privacy(3 features)

Data Privacy - No Training on Customer Data

Microsoft automatically deletes images and videos after processing and does not train on customer data to enhance models.

Edge Video Processing

Video data does not leave premises and is not stored on the edge where the container runs for privacy protection.

Pseudonymous TrackingAI

Uses pseudonymous identifiers to track bounding boxes without identifying individuals or detecting demographic information.

Vision Analysis(3 features)

Image AnalysisAI

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.

Image TaggingAI

Automatically tag and classify images based on detected content.

Object DetectionAI

Detect and identify objects within images and video streams for real-time analysis and understanding.

Video Analysis(2 features)

Real-time Video StreamingAI

Stream and analyze video content in real time with spatial analysis and object detection capabilities.

Spatial AnalysisAI

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)

Responsible AI Guidance

Clear guidance on how to use computer vision responsibly aligned with Microsoft responsible AI principles.

Identity Verification(1 features)

Facial Recognition and Liveness DetectionAI

Create intelligent applications that recognize and verify human identity using facial recognition and liveness detection capabilities.

Image Processing(1 features)

Smart CropAI

Intelligently crop images with automatic composition optimization.

Integration(1 features)

REST API and Client Libraries

Integrate vision capabilities through REST API or client libraries with no machine learning expertise required.

Machine Learning(1 features)

Model CustomizationAIPremium

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.

Ready to Build?