High throughput, every part
The control box is sized for production that does not stop — every part inspected, every shift, rather than sampled batches. Inference stays under 200 ms, so the verdict lands inside the cycle rather than behind it.
Our products
DV100
The full inspection station
The standard system. One camera over the line and a control box doing the inference, sized for continuous production.
- 1× industrial camera unit
- 1× control box
Where it fits
What the DV100 is for
Many defect types in one image
One pass over the frame finds every class you have trained, not one check per defect. That is where the larger box earns itself: the more you are looking for in a single image, the more compute the decision takes.
More than one view of the part
Most parts need more than one angle. Cameras trigger together on the same part and their results combine into one verdict, so a part is only accepted when every angle agrees.
Where there is cabinet space
The full-size box is the straightforward choice when the machine has room for it. If it does not, that is what the DV40 is for.
For lighter applications — a single station, fewer classes, a slower cycle — the DV40 runs the same inspection in a smaller box.
What you get
In the box
- 1× industrial camera unit, pre-configured for your part
- 1× control box running the inference
- The Deepvis software platform — live view, runs and statistics
- Machine I/O for triggering and for acting on the verdict
At a glance
Hardware
- Camera
- 1× industrial camera unit
- Compute
- Control box
- Deployment
- Inline, at the machine
Cameras and optics are selected for your part rather than shipped as a fixed bundle. Talk to us about the specifics of your line.
Same platform
Identical either way
Only the hardware footprint changes.
The defects that break rule-based systems
Black specks, short shots, overmoulding, contamination, burn marks and geometry — including the variation that comes with recycled feedstock, where the baseline moves batch to batch.
Trained from as few as 120 annotated images
Annotate around 120 examples, or let us assist. In roughly two hours the model is trained and running live on the line.
Acts on the verdict
Trigger I/O straight to the machinery — stop the line, divert the defective part, or adjust process parameters, configured by your team without code.
Every inspection recorded
What was inspected, the result and the batch it belongs to — a complete audit trail behind the live dashboard and the statistics.
Not the right footprint?
DV40 — Compact, for tighter installs
The same inspection in a smaller footprint, running on a Jetson Orin NX. Thin enough to mount on DIN rail inside a cabinet you already have, for machines where there is no room for a full enclosure.
FAQ
Frequently Asked Questions
Simple and Easy to deploy AI Inspection Systems for modern production environments.
What types of defects can Deepvis detect?
Deepvis can detect complex and unpredictable defects that are common in recycled plastic, such as black specks, short shots, overmoulding, contamination, burn marks, and geometry defects. The model is trained on annotated examples of the defect types you care about, and holds up against the material, colour and surface variation that comes with recycled feedstock.
Do I need thousands of images to train the system?
No. Around 120 annotated images is enough to train a model. This is a large reduction compared to traditional systems that require thousands of manually labelled samples. It is however important to note that challenging applications typically perform better, the better the data.
Can Deepvis keep up with fast production speeds?
Yes — with the right GPU hardware, Deepvis can analyze parts in real time down to 0.5-second cycle times, making it suitable for high-speed packaging and manufacturinglines.
How is Deepvis different from traditional vision systems?
Traditional systems rely on rule-based image processing and require reprogramming every time a product changes. Deepvis uses AI to adapt to product variation and requires no specialist for setup, making it ideal for agile manufacturers where long and complex setuptimes are out of the question.
What's included in the Deepvis inspectionsystem?
Each unit includes a camera, AI edge computer, and software platform for inspection. Customers can purchase the full solution as a one-time investment, with optional software licensing and support packages.
How do I know if Deepvis is right for my application?
If your quality control process is manual, time-consuming, and affected by frequent changes in product, lighting, or material, Deepvis is built for you. Our system is designed to reduce man-hours in visual inspection — especially in high-volume, high-variation environments where traditional systems fall short. We typically start with a discovery call and a pilot to demonstrate time savings and operational impact.
Explore Smarter Quality Control with Deepvis
Discover how AI-driven visual inspection can reduce errors, cut costs, and adapt to your production line — without complex setups.