Dalageo/paperclip-inspection
Analyzing Paper Clips Using Deep Learning and Computer Vision Techniques 📎
This system helps manufacturers automatically inspect small objects like paper clips for defects and measure their physical characteristics in real-time. It takes a live video feed or recorded video, identifies each item, determines if it's defective, and for good items, measures its size and angle. Quality control personnel or operations engineers in manufacturing environments would use this to ensure product consistency.
Use this if you need an automated visual inspection system for quality control of small, similarly shaped manufactured items, providing real-time defect detection and precise physical measurements.
Not ideal if you need to inspect a wide variety of differently shaped objects without significant modification and new data collection, or if you lack access to the specific reference markers used for scaling.
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18
Forks
6
Language
Jupyter Notebook
License
AGPL-3.0
Category
Last pushed
Dec 16, 2025
Commits (30d)
0
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