OV10i AI Vision Sensor
All-in-one smart camera for assembly verification and classification, built to deploy into production 10x faster.
5 factors make OV unique
On-device AI Training
Run large AI models and retrain on the camera in minutes— achieving unmatched accuracy on even the most subtle defects.
Massive Onboard Storage
100k+ images stored directly on device for training with real production data.
Browser-Native Interface
Zero installs required. Access through any browser — no license keys needed.
Haystack Discovery
Find unknown defects. Surface outliers automatically, then retrain.
Open Automation Platform
Node-RED + Full APIs. Build dashboards and run logic on the camera.
Pure AI Power
Trillions of Operations Per Second
On-device AI compute power that leaves competitors behind.
Competitor Performance
- Keyence: 0.5-4 TOPS
- Cognex: 1-4 TOPS
- Overview.ai: 21 TOPS
UI Anyone Can Master
Powerful doesn't have to mean complicated. Get started in minutes.
- No programming required
- State-of-the-art AI built-in
- Train models in your browser
- Intuitive drag-and-drop
Technical Specifications
| Specification | Details |
|---|---|
| Inspection Algorithm | Classification only |
| Sensor | 1.6MP SONY IMX296 |
| Actual Resolution | 1408 x 1080 |
| Lens Options | 12mm variable focal; also 6, 8, 16, 25 mm |
| Lighting | Integrated LED ring |
| Trigger Modes | PLC Trigger, Hardware Trigger, Interval Trigger, Alignment Trigger |
| Number of Inputs / Outputs | 2 digital outputs and 2 digital inputs |
| Supported Industrial Protocols | Ethernet/IP, PROFINET |
| Processor | NVIDIA Xavier NX |
| AI Performance | 21 TOPS (INT8) |
| CPU | 6-core Carmel ARMv8.2 64-bit @ 1.9 GHz |
| GPU | 384-core Volta @ 1.37 GHz |
| Storage | 256GB SD card |
| Image Capacity | ~300,000 images |
| Software Features | No software key or subscription needed |
| UI | Browser based interface |
How We Compare
| Feature | Best Overview.ai | Cognex | Keyence |
|---|---|---|---|
| GPU Power | 21 TOPS | 1-4 TOPS | 0.5-4 TOPS |
| Accuracy | Best-in-class | Medium-high | Medium |
| Training Samples | Fewest needed | Medium | Many required |
| GenAI Tools | Built-in | No | No |
| Ease of Use | No-code, browser | Complex setup | Programming |
| Total Cost (TCO) | Lowest TCO | Higher | Higher |
The Software Stack That Ships With Your Camera
The complete AI visual inspection software suite included with every camera. Automated defect detection, machine vision model training, and zero-code PLC, MES, and SCADA integration out of the box. Deploy production-ready quality control 10x faster than traditional machine vision systems.
Data Intelligence
Search and audit every captured image in seconds from your browser.
Defect Generator Included
AI Model Training Generate thousands of labeled training images. Production-ready automated defect detection in under an hour.
Zero-Code Integration
Connect to any PLC, MES, or SCADA system in hours. No programming, no consultants, no delays.
Frequently Asked Questions
What's the difference between OV10i and other Overview products?
The OV10i is designed specifically for classification tasks only. It's a compact, all-in-one smart camera with integrated AI processing. Unlike the OV80i and OV20i which support both classification and localization, the OV10i focuses solely on pass/fail classification, making it ideal for space-constrained environments and simpler applications.
Can I upgrade from OV10i to OV20i or OV80i later?
Yes! If your needs evolve to require localization capabilities or higher resolution, you can upgrade to the OV20i (segmentation features) or OV80i (full defect localization and analysis). Your trained models and configurations can often be transferred with some adjustments.
How fast can the OV10i classify parts?
The OV10i delivers real-time classification at production speeds, typically processing 60-120 parts per minute depending on your specific setup and inspection requirements. The NVIDIA Xavier NX processor ensures consistent, high-speed performance.
Does the OV10i require cloud connectivity?
No, the OV10i runs completely at the edge with all AI processing happening on-device. No cloud connection is required for operation, though optional cloud connectivity is available for remote monitoring and data analysis.
What industrial protocols does the OV10i support?
The OV10i supports Ethernet/IP and PROFINET protocols for seamless integration with PLCs and factory automation systems. It also includes 2 digital inputs and 2 digital outputs for direct hardware integration.