Probotix S01 Ep04 1080p - Machines Can See
Jump to:
intro - 1:05
Machine vision explanation- 1:58
Robot Re-modification - 4:23
Electronics box design - 6:31
GPU and CPU difference - 8:19
Traffic stop sign data set and training - 10:07
Installing electronics in black box - 11:57
Vision Test 1: for stop sign model - 13:51
Training multi class model - 15:10
Vision Test 2: for multi class model - 16:28
Vision Test 3: Testing models - 17:13
Training the thief model - 18:17
Robots Stop Pantry Thief - 19:04
Summary and closing - 19:52
Machine learning is an application of artificial intelligence. In this episode, we go down that rabbit hole of training and helping our robot learn what and how to actually "see", and explore what it takes to actually make this happen!
The episode is quite theoretical and technical at the same time as it discusses GPUs as well as how its used to achieve and implement machine learning and training of our models. Also some other side attractions. Enjoy the show!