TagOmatic is an AI-powered motorsport photography tool that identifies cars, bikes, race numbers and sponsors automatically and writes to the image file IPTC / EXIF Tags. TagOmatic Pro v5.0 includes everything in LITE plus revolutionary SAM3 geometric thumbprint matching, advanced Knowledge Base system with component crop storage, and GPU-accelerated component segmentation. Available on Steam December 25, 2025. Requires Ollama for local AI model processing. Pricing to be announced.
Christmas Day Release
TagOmatic Pro v5.0 will be available on Steam on December 25, 2025. Purchase once and get automatic updates, Steam achievements, cloud saves, and access to the full feature set including SAM3 geometric thumbprints and advanced Knowledge Base system. Pricing to be announced.
Everything in LITE, plus advanced SAM3-powered features for professional workflows.
Revolutionary component-based vehicle matching. Uses Meta's SAM3 (Segment Anything Model 3) to detect wheels, vents, logos, and plates, creating scale-invariant geometric fingerprints for precise vehicle identification across different views and scales.
AI-powered component segmentation. SAM3 detects vehicle components (wheels, vents, logos, license plates) using text prompts, providing rich geometric features for accurate matching across different views and scales.
Normalized geometric coordinates. All component positions are normalized to vehicle bounding box (0.0-1.0), making thumbprints completely scale-invariant. Match vehicles regardless of image resolution or distance.
Up to 4 views per vehicle. Store geometric thumbprints for side, front, rear, and top views. Automatic view detection and quality-based thumbprint replacement ensures the best reference data.
Component crop storage. Knowledge Base v5 stores component crops (wheels, logos, vents, plates) as reference images. Quality scoring automatically replaces thumbprints when better ones are available.
CUDA-accelerated SAM3. Leverages GPU for fast component segmentation (~1-2 seconds per image). Falls back gracefully to CPU if GPU unavailable. Thread-safe model loading and caching.
Component-aware text extraction. OCR uses SAM3-detected components to create labeled crops (e.g., "LICENSE PLATE: B29TVR", "RACE NUMBER: 67"). Improves text extraction accuracy for race numbers and plates.
Smart thumbprint management. Automatically replaces stored thumbprints when new ones are 5% better quality. Quality scoring based on component count, detection confidence, and completeness.
85% similarity threshold. Geometric thumbprint matching uses weighted component comparison (wheels 40%, vents 20%, plates 20%, logos 10%, vehicle 10%) for accurate vehicle identification.
Essential features, smaller size
Full feature set with SAM3
Available on Steam
Get the latest features and improvements automatically through Steam's update system. No manual downloads or installations required.
Unlock achievements as you tag photos. Track your progress and share your accomplishments with the community.
Your Knowledge Base and settings sync across devices via Steam Cloud. Access your vehicle database from any computer.
Join the TagOmatic community on Steam. Share tips, request features, and connect with other motorsport photographers.
Purchase through Steam's secure payment system. Multiple payment methods supported worldwide.
Manage your TagOmatic Pro installation, check updates, and stay connected with the Steam mobile app.