realvirtual.io AI Builder

Train, test, and deploy your AI – directly inside Unity.

realvirtual.io AI Builder turns Unity into a full-featured platform for synthetic data generation, AI model testing, and industrial deployment. Whether you're building machine vision for robotics, logistics, quality inspection, or production lines, AI Builder lets you train smarter AI using Digital Twins.

✅ Key Features

• Create rich synthetic datasets with labeled images, depth maps, segmentation masks, and 2D bounding boxes
• Integrate ONNX models for oriented object detection, segmentation, and classification
• Use domain randomization and real-time physics to train more robust AI
• Run & test YOLO and other ONNX models directly inside your Unity scene
• Generate training data at scale using realvirtual.io’s automation framework
• Deploy AI across platforms – Windows, Linux, Android, macOS
• Connect to industrial automation: Siemens S7, Beckhoff ADS, OPC UA, MQTT, Modbus, WebSocket (Industrial interfaces available in realvirtual.io Starter or Professional editions)

• Compatible with Siemens S7, Beckhoff ADS, OPC UA, MQTT, Modbus, WebSocket - Industrial Interfaces available in realvirtual.io Starter or realvirtual.io Professional

🧪 YOLO Training Integration

Includes a ready-to-use example pipeline for Ultralytics YOLO with synthetic data generation and model export workflow.

We provide two open-source training pipelines (AGPL-3.0 license):

Note: Ultralytics is not included in this asset. It can be downloaded as open source under the AGPL-3.0 License from:

https://github.com/ultralytics/ultralytics

We provide two open-source training pipeline Examples under AGPL-3.0 License:

• A Toy Brick Detection pipeline

• A Card Detection pipeline ( the full Igus Rebel UI Application is not included).

These examples can be used as templates to build your own ONNX-compatible models with YOLO. Other pipelines are supported but may require custom scripting.

🚀 Designed for:

• Vision system developers
• Robotics and automation engineers
• Industrial AI prototyping
• Smart factories & logistics systems
• Academic & research simulation labs

🎮 Built on top of realvirtual.io

AI Builder extends the realvirtual.io framework – the industrial Unity toolkit for real-time physics, PLC connectivity, and Digital Twins.

💡 Bonus

• Includes demo scenes and a YOLO ONNX test example for immediate productivity
• Seamless integration with Unity Editor for rapid prototyping and testing
• No cloud required – all workflows run entirely offline if needed