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# OV20i AI Vision Sensor

All-in-one smart camera for high-accuracy visual inspection, cosmetic checks, counting, assembly verification, measurement, and more. Optimized, agentic workflows make deployment faster and easier than ever.

[View Documentation](https://docs.overview.ai/docs/guides/ov20i/welcome) [Request Demo](/content/contact/index.html) [Buy Now](/content/shop/index.html)

## 5 factors make OV unique

### vs traditional machine vision competitors

#### NVIDIA Powered

### 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

Industry-leading on-device compute meets intuitive simplicity

### 21 TOPS

#### 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 and segmentation                                          |
| 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, OPC UA                                           |
| 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              | 21 TOPS     | 1-4 TOPS        | 0.5-4 TOPS      |
| Accuracy             | Best-in-class        | Medium-high | Medium          | 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.

### Haystack Built In

#### 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.

### Integration Builder Included

#### Zero-Code Integration

Connect to any PLC, MES, or SCADA system in hours. No programming, no consultants, no delays.

## Deployed in Hundreds of Factories

## Frequently Asked Questions

### What makes the OV20i different from other vision systems?

The OV20i features advanced segmentation capabilities that can isolate and analyze specific regions of interest. It's ideal for complex parts where you need to inspect multiple features or zones with different criteria.

### Can the OV20i handle variable part positioning?

Yes, the AI automatically adapts to part variations and positioning changes. The segmentation features can track and inspect specific regions even when parts shift or rotate within the field of view.

### How many defect types can I train?

You can train unlimited defect types and create custom inspection zones for each region of your part. Each zone can have its own defect criteria and sensitivity settings.

### What's the typical deployment time?

Most customers deploy the OV20i in 1-3 days, including camera setup, training, and integration with existing systems. No programming required.

## Not Sure Which Is Right for You?

[AI Smart Camera

**OV10i AI Vision Sensor**

Classification-focused, ultra-compact form factor](/content/products/ov10i/index.html) [Flagship Vision System

**OV80i High Performance AI Vision System**

Maximum resolution, C-mount optics, 70 TOPS](/content/products/ov80i/index.html)

## Ready to Transform Your Quality Control?

See how the OV20i can enhance your inspection processes with advanced segmentation  
[Request Demo](/content/contact/index.html) [Buy Now](/content/shop/index.html)