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

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.
AI Smart Camera
Developed in-house with an embedded NVIDIA accelerator — defect detection against complex backgrounds, OCR and vision-guided positioning.
Launched with Huawei Ascend. Edge AI on the Atlas 200 module handles demanding defect inspection.
NVIDIA Jetson-based smart camera running deep-learning inference in a compact form factor.
AI Smart Camera
Image enhancement, multi-dimensional features and pixel agreement cut false positives sharply.
Transfer learning extends one model across more products — for lines with many variants and few samples.
Preprocessing, network and low-level algorithms optimised for small-part speed.
Few-sample training deploys from very little data.
AI Smart Camera
Combined on a single camera to form the inspection.