
Free / Open-sourceReal-time vision AI models and a full platform to train, annotate, and deploy them
Free / Open-sourceReal-time vision AI models and a full platform to train, annotate, and deploy them
Datature records 24,530 monthly visits with -23.2% month-over-month growth and Freemium, Paid, Contact for Pricing pricing. iris R&D Group records 633 monthly visits with -72.2% growth and Contact for Pricing pricing.

AI-powered road patrol and asset intelligence for cities and defense
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | datature.io | irisradgroup.com |
| Pricing Model | Freemium, Paid, Contact for Pricing | Contact for Pricing |
| Monthly Visits | 24.53K (24,530) | 633 (633) |
| MoM Traffic Delta | -7.43K (-23.2%) | -1.65K (-72.2%) |
| Primary Market & Share | 🇮🇳 India (27.8%) | 🇮🇹 Italy (100%) |
| Direct Visits / mo | 9.83K | 248 |
| User Rating | 4.2 | 3.9 |
| Supported Platforms | Website | Website |

The all-in-one computer vision platform for labeling, training and deploying vision AI
Speed up data prep with auto-annotation, model-assisted labeling, pixel-precise segmentation tools and consensus/approval workflows for consistent quality across annotators.
Build training workflows in a drag-and-drop interface, tune architecture, batch size and epochs, and visually evaluate model performance against ground truth.
Train classification, object detection, keypoint and segmentation models to cover tagging, tracking, pose estimation and pixel-level analysis use cases.
Ship models to edge or cloud environments via hosted APIs, with monitoring, scaling and secure authentication for production inference.

AI-powered road patrol and asset intelligence for cities and defense
AI cameras detect potholes, cracks, graffiti, and up to 300 classes of damaged or missing roadway assets during normal patrol routes.
Automatically calculates Pavement Condition Index (PCI) for roads and sidewalks using distress types such as cracking, rutting, and roughness.
Captures assets like traffic signs, hydrants, and street lights with attributes including sign codes, text, street names, and dimensions.
Plug-and-play edge hardware pairs with an AI data-visualization dashboard that feeds work orders and ERPs.

Free / Open-sourceReal-time vision AI models and a full platform to train, annotate, and deploy them
Free / Open-sourceReal-time vision AI models and a full platform to train, annotate, and deploy them

Satellite imagery turned into decisions with AI analytics

AI dash cameras and fleet safety intelligence that coach drivers in the moment
AI dash cameras and fleet safety intelligence that coach drivers in the moment

AI data infrastructure for building production-grade models
AI data infrastructure for building production-grade models
The multimodal data layer for computer vision and physical AI teams
SpecialistEnterprise AI training data, annotation and evaluation services
SpecialistEnterprise AI training data, annotation and evaluation services

Free / Open-sourceFind where your physical AI models fail, then fix the data.
Free / Open-sourceFind where your physical AI models fail, then fix the data.

Free / Open-sourceAI agents that detect, monitor and inspect anything you can see from the sky
Free / Open-sourceAI agents that detect, monitor and inspect anything you can see from the sky

AI video analytics for proactive workplace safety and operations
AI video analytics for proactive workplace safety and operations

SpecialistAI data annotation platform and managed labeling services for AI training data
SpecialistAI data annotation platform and managed labeling services for AI training data
No-code AI visual inspection with 99%+ defect detection accuracy
No-code AI visual inspection with 99%+ defect detection accuracy

SpecialistISO 27001 data annotation services for AI and ML teams in regulated industries
SpecialistISO 27001 data annotation services for AI and ML teams in regulated industries