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AI Smart Camera

All-in-one vision systems with edge compute built in

AI Smart Camera — All-in-one vision systems with edge compute built in

A highly integrated, compact machine vision system that installs as a single unit. Fully compatible with the Handdle AI platform and able to import trained models directly, so inference completes inside the camera with no PC or frame grabber.

Compute
NVIDIA / Huawei Ascend Atlas 200
Form factor
Lightweight all-in-one — no PC or frame grabber
Deployment
Handdle AI model import, no code
Deployment time
90% less than conventional setups

AI Smart Camera

Line-up

DS-NX series

Developed in-house with an embedded NVIDIA accelerator — defect detection against complex backgrounds, OCR and vision-guided positioning.

DS-ATS200 series

Launched with Huawei Ascend. Edge AI on the Atlas 200 module handles demanding defect inspection.

NEON-2000-JNX

NVIDIA Jetson-based smart camera running deep-learning inference in a compact form factor.

AI Smart Camera

Performance

Higher accuracy

Image enhancement, multi-dimensional features and pixel agreement cut false positives sharply.

Better generality

Transfer learning extends one model across more products — for lines with many variants and few samples.

Faster inspection

Preprocessing, network and low-level algorithms optimised for small-part speed.

Lower data dependency

Few-sample training deploys from very little data.

AI Smart Camera

Built-in functions

Combined on a single camera to form the inspection.

  • Classification
  • Object detection
  • Object location
  • Segmentation
  • OCR
  • Code reading
  • Dimensional measurement
  • Template matching
  • Feature matching
  • ROI crop

Tell us the inspection problem. We will start by telling you whether it is solvable.

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