Many manufacturers in hardware, electronics and precision plastic industries struggle with counting slender probes, connector pins and irregular tiny parts. These parts are long, thin and easily overlap or occlude one another when piled up. Manual counting is slow, labour-intensive and prone to miscounts, missing counts and packaging errors, which lead to higher labour costs, customer complaints and delivery issues.
To solve this common production challenge, LinkTop releases its self-developed Model 01B Vision Counting Machine, a dedicated vision counting solution built for slender and irregular small parts. Powered by deep learning vision algorithms and reliable industrial hardware, the system replaces manual counting with stable, automated high-precision detection.
Key Features
Optimized Deep Learning Vision Algorithm for Overlapped Irregular Parts
The algorithm is specially trained for slender, stacked and occluded workpieces. It segments and identifies tangled probes, pins and tiny components accurately, achieving counting accuracy nearly zero errors and minimizing false detection.
Simple Batch Counting Setup
Operators can set target quantity in one click. The machine counts automatically and gives output signal once the target number is reached. No complicated programming is required for frontline workers.
Wide Compatibility for Various Small Parts
Besides slender special-shaped probes, the machine works well with connector pins, small hardware fasteners, springs and irregular plastic components, supporting multi-product production lines.
High Stability for Continuous Operation & Cost Reduction
Designed for long-hour factory operation, it helps factories cut manual workload, reduce wrong packaging and improve efficiency for sorting, bagging and inventory control.
Manufacturer Support & Services
As an original equipment manufacturer with more than 10 years of experience in industrial machine vision and automation, LinkTop develops both hardware and software in-house:
Continuous algorithm updates based on real workpiece feedback
Strict factory testing to guarantee stable performance under harsh workshop environments
Customized solutions according to part geometry and on-site layout
Full after-sales package: on-site commissioning, operator training, routine maintenance and 24-hour support
Free sample testing service: Customers may send samples for evaluation and trial report before purchase, zero risk for validation.
Application Industries
Electronics: slender probes, connector pins
Hardware: screws, springs and miniature hardware components
Plastics: irregular plastic inserts and tiny molded parts
General small precision parts counting for packaging and kitting
Summary
LinkTop 01B vision counting machine targets the tough counting problem of slender and irregular small parts. It delivers automated visual counting with good accuracy, stability and ease of use. Manufacturers in electronics, hardware and plastic sectors can streamline packaging workflows, reduce quality risks and save labour costs.
Contact LinkTop team to arrange free sample testing and get a custom vision counting solution for your components.
Keywords: vision counting machine, slender probe counting, irregular parts counting, automatic parts counter, connector pin counting, small hardware counting machine