✨ Lightweight Edition

TagOmatic LITE v5.0

Streamlined AI-powered photo tagging for motorsport photographers. All essential features in a compact ~200-300MB package. Perfect for quick tagging workflows, limited storage, or when you don't need advanced SAM3 geometric matching. Free forever. No subscriptions. No limits.

Download LITE (Free) Pro Coming to Steam
Watch the TagOmatic intro: AI-powered motorsport tagging in action.
Ollama Local AI Processing
🔒 Privacy-First
⚡ Fast & Lightweight

What's Included in LITE

TagOmatic LITE includes all core features for professional photo tagging workflows. Everything you need for efficient race photography tagging.

AI Vehicle Identification

Advanced AI-powered vehicle recognition using Qwen2.5VL vision model. Identifies make, model, color, and distinctive features from images.

Race Number Detection

Automatically detects race numbers from vehicle doors, roofs, and bodywork. OCR-powered text extraction for accurate number identification.

PDF Timing Sheet Integration

Import race timing sheets (PDF) to automatically match race numbers with driver names, sessions, and race data. Supports multiple timing formats.

Driver Matching

Automatically match detected race numbers with driver information from imported timing sheets. Session-based filtering for precise matching.

EXIF/IPTC Metadata Tagging

Write comprehensive metadata directly to image files. Includes make, model, driver name, race number, session info, and custom tags. Preserves original EXIF data.

Batch Processing

Process hundreds of images in a single batch. Queue management, progress tracking, and error handling for efficient workflow automation.

100% Local Processing

All AI processing happens on your computer. No cloud uploads, no data sharing. Your photos never leave your machine. Complete privacy guaranteed.

Version Checking

Automatic version checking to notify you of updates. Stay current with the latest features and improvements.

What's NOT Included in LITE

LITE excludes advanced features to keep the download size small. These features are available in TagOmatic Pro (coming to Steam).

❌ SAM3 Geometric Matching

Advanced geometric thumbprint extraction and component-based vehicle matching. Uses Segment Anything Model 3 (SAM3) for precise component detection and view angle identification.

❌ Knowledge Base System

Built-in and user-customizable knowledge base for vehicle validation. Reference image matching, distinguishing feature extraction, and KB import/export functionality.

❌ PyTorch Dependencies

PyTorch, torchvision, and related ML libraries (~800-900MB). Not needed for core AI identification which uses Ollama's Qwen2.5VL model.

Need these features? Check out TagOmatic Pro (Coming to Steam) →

Size Comparison

TagOmatic LITE

Free

~200-300MB • Perfect for quick downloads

✅ Core AI identification
✅ Race number detection
✅ PDF timing integration
✅ EXIF/IPTC tagging
✅ Batch processing

TagOmatic Pro

Paid

~13GB • Coming to Steam

🚂 Available on Steam

✅ Everything in LITE
✅ SAM3 geometric matching
✅ Knowledge Base system
✅ Advanced validation
✅ Reference image matching

Perfect For

🚀 Quick Workflows

Fast download and setup. Get tagging immediately without waiting for large file downloads. Perfect for time-sensitive projects.

💾 Limited Storage

Only ~200-300MB vs 13GB. Ideal for systems with limited disk space or when you need to keep installations minimal.

📸 Basic Tagging Needs

If you primarily need AI identification, race number detection, and metadata tagging without advanced geometric matching.

🌐 Slow Connections

Faster downloads on slower internet connections. Get started quickly without lengthy download times.

🔄 Testing & Evaluation

Try TagOmatic with minimal commitment. Evaluate core features before deciding if you need the Pro version.

📱 Portable Installations

Smaller footprint for portable installations or when deploying to multiple systems. Easier to distribute and manage.

Download TagOmatic LITE

Free forever. No subscriptions, no limits, no strings attached.

Quick Start

1

Download TagOmatic LITE

Get the installer below (~200-300MB)

2

Install Ollama

Download from ollama.ai and install

3

Pull AI Model

Run: ollama pull qwen2.5vl:7b

4

Start Tagging

Launch TagOmatic LITE and process your first image!

⬇ Download TagOmatic LITE v5.0

Windows 10/11 (64-bit) • ~200-300MB

System Requirements

Operating System

Windows 10 (64-bit) or Windows 11

RAM

Minimum 8GB (16GB recommended for best performance)

Storage

~500MB for application + ~20GB for Ollama models

GPU (Optional)

NVIDIA GPU with CUDA support recommended for faster AI processing

Ollama

Required: Ollama with qwen2.5vl:7b model

Internet

Required for initial Ollama model download. Offline operation after setup.