Electronics

Industry Overview

From electronic hardware, to consumer devices, the complexity of manufacturing continues to increase and challenge the manufacturers. The availability of skilled workers has also been decreasing and it takes a high cost to train and ensure the manufacturing of high quality products.

Electronic parts and products require high precision manufacturing and are difficult to be manufactured without using a vision system. Our technology can therefore be used to optimize the manufacturing process, improve quality control, reduce the production costs and generate new insights.

Technology

SMore Factory provides digitization solutions for the electronics industry, including positioning and alignment, identification, defect inspection, classification, optical character recognition, assembly and measurement, etc. Only a small amount of image data is needed, our technology can train itself, quickly generating a full-stack solution that can detect multiple defects simultaneously and perform different tasks.

industry_ce_01_technology
industry_ce_01_technology

Technology

SMore Factory provides digitization solutions for the electronics industry, including positioning and alignment, identification, defect inspection, classification, optical character recognition, assembly and measurement, etc. Only a small amount of image data is needed, our technology can train itself, quickly generating a full-stack solution that can detect multiple defects simultaneously and perform different tasks.

industry_ce_02_solution & application

Solution & Application

Electrical products require a high level of product quality and high standards of quality control. The manufacturer often requires over 20 categories of defects to be detected in the production line. SmartMore makes use of SMore ViMo to design a multi-model solution with inspection and segmentation modules. Based on the provided types of defect, the inspection area of the material is divided into 7 areas. The model accelerates and optimizes the production processes.

SmartMore’s module can achieve full inspections for various types of electronics products:

· Smartphone SIM card slot
· Smart watch strap
· Smartphone tiny components
· Wireless headset charging coil
· Wireless headphones
· Computer monitor frame

industry_ce_02_solution & application

Solution & Application

Electrical products require a high level of product quality and high standards of quality control. The manufacturer often requires over 20 categories of defects to be detected in the production line. SmartMore makes use of SMore ViMo to design a multi-model solution with inspection and segmentation modules. Based on the provided types of defect, the inspection area of the material is divided into 7 areas. The model accelerates and optimizes the production processes.

SmartMore’s module can achieve full inspections for various types of electronics products.

· Smartphone SIM card slot
· Smart watch strap
· Smartphone tiny components
· Wireless headset charging coil
· Wireless headphones
· Computer monitor frame

Performance

Pass rate

0 .0%

Overkill rate

0 %

Save

0 %

of manpower cost

  • Processing speed of the production line ≤ 0.2 seconds/piece
  • Process 25,000+ pieces daily on average

*The above numbers are calculated based on the average performance of SmartMore’s solutions on the clients’ production lines.

Innovation

As one of the largest pioneer for smart manufacturing, SmartMore’s technology breaks limitations, providing a truly comprehensive platform that can be applied cross-industries. As a result, our technology grows more and more powerful and mature from the learning through various industries, whether it’s automotive, electronics, semiconductors, or digital experience, etc.