SoftServe’s manufacturing experts team provides professional services to help you automate quality inspection and improve inspection accuracy by integrating computer vision into the quality inspection processes. This pilot project leverages Amazon Lookout for Vision to showcase the power of computer vision and the value of the AWS Industry 4.0 Industrial Data Fabric (IDF) offering.

The pilot focuses on demonstrating the feasibility and benefits of using computer vision for real-time quality control in a manufacturing setting. The project delivers a proof-of-concept that can be a roadmap towards full-scale implementation.

By the end of this short pilot project, you will be empowered with the following:

· Automated Quality Inspection: Minimize human error and improve defect detection through automation.

· Enhanced Inspection Accuracy: Reduce material waste by minimizing scrap generation from undetected defects.

· Reduced Warranty Costs: Fewer defective products reaching customers translates to fewer warranty claims and associated expenses.

· Increased Production Output: Minimize product losses due to defects, maximizing overall yield and profitability.

· Proactive Quality Improvement: Identify and resolve the root causes of defects to prevent them from recurring in the future.

The pilot scope encompasses several key deliverables:

· Camera Selection: Our experts will identify a suitable camera for your specific inspection task.

· Dataset Acquisition and Annotation: We will collaborate with you to collect and annotate a training dataset of 300 images containing both good and bad parts.

· Trigger Mechanism Integration: A camera trigger mechanism at specific points in the production line (e.g., button press, sensor signal) will be integrated to initiate image processing.

· Output Interface Integration: A mechanism will be established to communicate the model's output (good/bad) to the production line, enabling real-time decision making.

This pilot project provides a springboard for significant improvements in your quality control processes. By leveraging computer vision and Amazon Lookout for Vision, you can gain a competitive edge through better quality, reduced waste, and increased profitability.