OpenMV
Shields
Lens
Robotics
Book
Video
Download
Docs
Forum
OpenMV.io
GithubOpenMVShieldsLensRoboticsBookVideoDownloadDocsForumOpenMV.ioGithubSingTown Technology Facilitates the Development of an Intelligent Fruit and Vegetable Sorting System that "Understands Produce" and is "Easy to Deploy
Traditional fruit and vegetable sorting relies on manual assessment of size and appearance, which is not only inefficient and prone to errors but also struggles to meet the demands of large-scale processing.
To achieve automated grading and quality inspection of fruits and vegetables, produce processing equipment manufacturers utilise SingTown Technology's OpenMV intelligent camera AI image recognition technology. Through AI machine vision and machine vision algorithms, real-time identification and grading of fruit volume and surface quality are achieved, enhancing the precision of automated sorting and production efficiency.
The fruit and vegetable sorting system, based on SingTown Technology's OpenMV intelligent camera AI image recognition technology, has developed an embedded AI vision solution that integrates volume detection and quality identification.
The system installs an OpenMV smart camera above the conveyor belt to capture real-time images of fruits. Through edge-deployed computer vision algorithms, it analyses the size, shape, and colour characteristics of the fruits, automatically classifying them into large, medium, and small grades. Based on the results, it controls the sorting mechanism to convey fruits of different specifications to their corresponding collection bins.
Simultaneously, on-device AI can detect surface imperfections, blemishes, and signs of decay on fruit, enabling the automatic sorting of quality produce from substandard items.
SingTown's OpenMV smart camera features edge computing capabilities, enabling it to run recognition models directly on-device without requiring external computational resources. With recognition latency under 30 milliseconds, it is suitable for high-speed sorting scenarios.
Through SingTown Technology's OpenMV intelligent camera AI image recognition technology, the fruit and vegetable sorting system has achieved an upgrade from manual screening to AI visual quality inspection and automatic sorting, significantly enhancing sorting efficiency and quality control stability.
Related articles
AI Sentinel Based on OpenMV: Automatic Alert for Unsecured Key Locations
Automatically detects whether the door of a key location has remained open for an extended period and issues timely alerts.
Personnel crossing boundary triggers an alert—OpenMV defines the “sense of safety boundary”
Detects personnel or equipment crossing virtual perimeter lines.
“AI Urban Management Officer” is here—a system for automatic identification of unauthorised street vending, built on OpenMV
Automatically identifies unauthorised street trading activities to support daily urban governance.
Improper storage of gas cylinders? Use OpenMV to automatically trigger hazard alerts
Automatically identifies non-compliant placement of gas cylinders to proactively detect potential gas safety hazards.
Did you perform live-line work without wearing insulating gloves? OpenMV issues an immediate alert!
Automatically identifies whether personnel are wearing insulating gloves to assist with safe operations.
Utilise the OpenMV smart camera to identify surface defects on aluminium plates in real time
Online identification of surface defects on aluminium sheets, such as scratches and dents, to support quality control.
