AD-ASMB-815
LGA 3647-P0 Intel® Xeon® Scalable ATX Server Board with 6 DDR4, 5 PCIe x8 or 2 PCIe x16 and 1 PCIe x8, 8 SATA3, 6 USB3.0, Dual 10GbE, IPMI
- ATX Server Board with Xeon® Scalable processors
- DDR4 2666 MHz RDIMM up to 192 GB (6 DIMMs)
- Five PCIe x8 or two PCIe x16 and 1 PCIe x8
- Intel® X557-AT2 dual 10GbE ports
- Eight SATA3 and one M.2 connectors (SATA / PCIe compatible)
- 0 ~ 60 °C ambient operation temperature range
Application: AI Empowered Cookie Factory
Factory that makes cookies uses AI technology to inspect each individual item is perfectly baked before packing to ensure a consistent high-quality product. Part of maintaining a perfect bake means keeping a constant temperature in the ovens 24/7, especially when it comes to batch baking different types of cookies.
Right now the factory uses visual inspection, whereby workers check the bake levels and adjust oven temperatures based on their skill and experience. The ever increasing scale of production means the factory can no longer rely on human intelligence to keep up with consumer demand. But with AI, production is optimized and new product types can be developed based on market research from customers.
To collect such a large dataset and train various AI models, the factory integrated HPC-7000 server with ASMB-815 server board and installed an RTX graphic card to make a powerful training server. The server has the capability to collect data from edge systems, perform image pre-processing before dataset labelling, and generate AI models for the production line.
Once new data arrives, the process can quickly re-train models to increase accuracy. To maintain baking consistency, MIC-720AI AI Inference System was embedded with a variety of AI models that performed real-time inspection that ensured all cookies were perfectly baked. This edge AI system was also capable of capturing video/image data from area-wide cameras and automatically inspecting bake quality and sorting it into OK and NG categories.
NG category cookies were flagged and show up on the display monitor for the attention of inspectors. Oven temperatures are adjusted as necessary. NG product images and log data were also recorded and sent to the management system for assessment. The factory now enjoys much better efficiency and more consistent high-quality cookie production thanks to their state of the art edge AI system.