Current industrial challenges
- Standardized manufacturing process presents a challenge for many companies. It is difficult to maintain consistent quality, efficiency, and cost. Many companies struggle to create a standardized process that is cost-effective and ensures quality control.
- High human labor costs can be a challenge to many companies as they strive to stay competitive while also providing their employees with a living wage. Companies must find ways to reduce labor costs while also maintaining high-quality standards.
- The reliable testing process is another challenge in the manufacturing process. Companies must ensure that their products are tested thoroughly and accurately to ensure that they are safe and meet all quality standards.
- Hard to scaling up the production for small companies without the standardized manufacture process.
AI powered Computer Vision industrial quality inspection overview
Using 5G+ AI technology, machines can quickly perform image and video processing tasks at an industrial scale. Our core technologies include AI based algorithms for automatic defect detection, facial recognition, and object detection for high precision manufacturing and industrial applications. Image processing applications can be run on device, on edge, on cloud, or any combination of the three, depending on customer needs.
Use cases
- Site Security
- Our on camera neural processing units can detect if people enter or exit restricted areas along with facial recognition
- Defect detection
- Cloud and Edge computing solutions can detect defects on products and parts, such as batteries, microchips, etc.
- Object and Object location recognition
- Objects and their locations can be detected in real time on the manufacturing floor via our Edge and Cloud AI solutions
- Preventive Maintenance
- Sensors and other data can be fed into our Edge solutions to predict future failures of equipment and assets so the issues can be dealt with before a catastrophic failure
- Production Line Monitoring
- Production data can be fed into our Edge and Cloud solutions to monitor and maximize production line efficiency
- Production Automation
- Many inspection and repetitive tasks can be automated with our high precision device, edge, and cloud solutions
How it benefits to AWS customers
Using AWS as the backbone, customers are provided hardware and software solutions to Industrial applications. Customers can use AWS to run advanced image and video processing algorithms to solve the most challenging issues. For less computationally intensive application, we can provide edge and on device AI solutions that are seamlessly integrated with AWS. Our solutions can be scaled up from a single device all the way up to multiple factories in countries around the world with access to AWS.