Compact‑bodied & Flexible Compatibility — Tailor‑made for small‑scale processing plants, single‑variety and low‑output scenarios.

Equipped with high‑dimensional HDR cameras for micro‑precision imaging, it locates subtle defects on pumpkin seeds down to the millimeter. AI models can be activated with one click, enabling variety switching within 1 minute for nearly zero‑downtime production‑line changeovers.

It accurately tracks every pumpkin seed during in‑motion imaging, reliably capturing subtle defects including surface color deviation, edge cracks, mildew spots, hollow and shrunken kernels. It delivers stable performance even under stringent sorting requirements.

Targeting the flat‑elongated shape and irregular curved surfaces of pumpkin seeds, pixel‑level distortion correction is implemented via sophisticated optical design and algorithm models. It faithfully restores the 3D contours of materials, effectively avoiding shape‑based misjudgment and providing solid foundations for sorting.

Simulating the human “eye‑brain” collaborative judgment mechanism, it features strong anti‑interference capability. It accurately extracts pumpkin seed features such as color, texture, size and contour, conducts continuous iterative learning and autonomously determines quality grades.

Built‑in dedicated NPU chips deliver sufficient inference computing power for high‑speed production lines, ensuring stable detection with zero missed detections and minimal misjudgments.

Self‑developed detection model library with over 30 built‑in online models, including special sorting models optimized for pumpkin seeds. Ready‑to‑use, it easily adapts to various varieties such as hulled, snow‑white and raw seeds as well as multi‑grade quality standards for flexible on‑demand switching.

Intelligently controlled valve ports operate in multi‑channel parallel with microsecond‑level high‑speed response, precisely rejecting defective products including mildewed, shrunken and broken seeds.

Flexible valve operation ensures high efficiency and productivity. It handles both small‑batch fine selection and short‑term output surges effortlessly.