Comparing Quality Parameters for Data Matrix Symbol Veriﬁcation
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Basics of Ensuring Barcode Readability for Reliable Process Operation
Machine learning at the edge addresses applications too complex for rule-based vision but too simple to warrant investment in a full deep learning solution.
Quality Checks on Alcohol Wipes Packaging The classification module of Neurocle Deep Learning can also be applied to the medical industry as well. In the medical industry, vision checks are crucial to the production line. This is to ensure the production produces products that are [...]
Defect Detection with Segmentation Module The strength in segmentation module of Neurocle Deep Learning is the ability to detect defects which varies in shapes and sizes. In the semi-conductor industry, typical vision checks would be on wafers to ensure the surface remains scratch free. [...]
Absent or Present Checks on Can Cap The classification module of Neurocle Deep Learning can also be applied to the FMCG (Fast-Moving Consumer Goods) industry as well. In the FMCG industry, typical vision checks would be on essential items such as sealings, printouts, artwork, scratches, breakages.. Etc [...]
Vision Checks on Welding Welding; it is a commonly used technique in the construction, manufacturing and even in medical industry. It is a fabrication process joining 2 or more parts together with the use if heat and pressure. The material used to join the ‘parent material’ would [...]
Identification of Poker Cards Apart of manufacturing environment, Neurocle Deep Learning could also be applied in the gaming industry as well. In this example, we will use Poker Cards as a simple case study. The cards would be trained in the neural network of the AI model [...]
Battery Skin Inspection Neurocle Deep Learning AI Inspection may be applied to in-process checks in manufacturing plants too. In this example, we will demonstrate the simple yet powerful module of Classification. I have prepared this video without a single line of code. The samples used were purchased [...]
Packaging Application Neurocle Deep Learning could also be applied in packaging lines inspection. Despite the advancement of robotic arms (collaborative or non-collaborative), packaging lines are still heavily reliant on manual labour. There are many possible reasons such as heavy investment cost of robotic arms or intricate designs [...]