Image Recognition

Upload an image, get structured answers.

OCR, object detection, damage assessment, and license plate recognition in one app — upload an image and get structured results. Self-hosted on your VPS, keeping every image on your own infrastructure.

Self-Host Free View Pricing
Capabilities

Everything a Modern Vision Needs

Powerful capabilities with AI orchestration — all self-hosted on your infrastructure.

OCR Text Extraction

Extract text from scanned documents and handwriting in multiple languages, with structured output and per-extraction confidence scores.

Object Detection

Detect and count objects in images with bounding-box coordinates and confidence scores for every identification.

Damage Analysis

AI-powered damage assessment with severity classification, repair cost estimation, and generated assessment reports.

License Plates

Read plate numbers, cross-reference vehicle databases, support multi-country plate formats, and track recognized plates over time.

Analysis History

Browse, search, export, and share every past analysis from the history panel — each result retained with full tracking.

Model Flexibility

Choose the right AI model per capability — OCR, objects, damage, plates — via the vision models endpoints.

Pricing

One Flat Server — Zero Per-User Fees

Unlike commercial SaaS suites that charge per seat, General Bots runs on your own infrastructure with unlimited users.

Self-Hosted
Your Infrastructure, Your Data
Deploy on any VM or bare metal. No user limits, no hidden fees. Full source under AGPLv3.
  • Unlimited users and operations
  • No per-user licensing fees
  • Full source code access (AGPLv3)
  • Self-contained Docker deployment
  • Bring your own LLM / AI backend
Try Hosted Instance
Typical SaaS
Per-seat pricing
Plus overage fees
plus overage fees
Self-Hosted
Unlimited users
On your infrastructure
unlimited users
Comparison

Self-Hosted vs SaaS

See how the open-source General Bots Vision compares to proprietary alternatives.

FeatureSelf-HostedSaaS
Per-user pricingFreeVendor lock-in
Data ownershipYoursTheirs
Source accessFull (AGPLv3)Closed
AI model choiceAny LLMVendor lock-in
ScalabilityUnlimitedTiered
Audit & complianceFull controlLimited
Why Choose

Built for Sovereignty, Scale, and AI

Thousands of teams choose General Bots for their vision infrastructure.

Zero Vendor Lock-In

Your data, your infrastructure, your control. General Bots is fully open source under AGPLv3 — no proprietary APIs, no data leaving your network, no forced upgrades.

  • 100% Open Source

    Audit, modify, and extend the code. Community contributions welcome.

  • AI-Native by Default

    LLM orchestration built in — bring any model, run it on your own hardware.

AI ENGINE
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Ready to Deploy?

Get your own self-hosted vision platform running in minutes. No per-user fees, no vendor lock-in.

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