Coral TPU to suppliment surveillance machine
Posted: Sun Oct 15, 2023 3:23 pm
I've got an i7-6700T with a 4gb GTX 960, 16gb ram, and 1tb m.2 storage running blue iris with codeproject. The GPU is handling the object detection but it's surprisingly slow (~300ms +/-) I'm feeling pretty certain on getting the Coral USB accelerator but i saw the m2 accelerator with dual edge TPU (https://coral.ai/products/m2-accelerator-dual-edgetpu).
First off, I don't fully understand the A, E, or M connections so I still need to look into that. But, here's my thought:
If I pull out the M2 1TB and replace with the m2 accelerator I'd have 2x the power of the USB accelerator. I'd use a 2tb SATA SSD for storage and (I think) the R/W speed should still be fine.
Ultimately I'd like to dial in the modelling to allow for accurate facial recognition. I also like the idea of trying to snag license plates and other more accurate vehicle identifiers (FedEX logo for example).
Your feedback is appreciated.
First off, I don't fully understand the A, E, or M connections so I still need to look into that. But, here's my thought:
If I pull out the M2 1TB and replace with the m2 accelerator I'd have 2x the power of the USB accelerator. I'd use a 2tb SATA SSD for storage and (I think) the R/W speed should still be fine.
Ultimately I'd like to dial in the modelling to allow for accurate facial recognition. I also like the idea of trying to snag license plates and other more accurate vehicle identifiers (FedEX logo for example).
Your feedback is appreciated.