YOLOv5 on FPGA with Hailo-8 and 4 Pi Cameras

Re:YOLOv5 on FPGA with Hailo-8 and 4 Pi Cameras by mechagodzilla on Friday May 31, 2024 @10:35AM (#40535746)

As you guessed, high-speed machine vision stuff is frequently used in manufacturing settings for sorting or various quality control tasks. Imagine a picking out bad potatoes on a conveyor belt moving 10s of potatoes per second, or identifying particle counts and size distributions in a stream of water to gauge water quality.

[ Parent | on HN ]

Re:YOLOv5 on FPGA with Hailo-8 and 4 Pi Cameras by eurekin on Friday May 31, 2024 @10:41AM (#40535833)

Plus, being a NN it might be possible to detect a foreign object with relative ease (comparing to the classic computer vision); like a rat

[ Parent | on HN ]

Re:YOLOv5 on FPGA with Hailo-8 and 4 Pi Cameras by gessha on Friday May 31, 2024 @03:21PM (#40539207)

Behavior outside of the training distribution is undefined and more often than not undesirable. NNs work well on stuff they’re trained on.

[ Parent | on HN ]