OpenCV AI Kit OAK-1 Review and Custom Model Inference

OpenCV AI Kit (OAK), an MIT-licensed open source software and Myriad X-based hardware solution for computer vision at any scale. In this video I make a detailed review for OAK-1 board - complete with specs, pre-trained model inference and custom model inference.
Link to Hackster article:
www.hackster.io/dmitrywat/ope...
Luxonis documentation:
docs.luxonis.com/api/
docs.luxonis.com/tutorials/op...
aXeleRate:
github.com/AIWintermuteAI/aXe...
PyImageSearch interview with Brandon Gille:
www.pyimagesearch.com/2020/07...
0:00 Intro
2:02 OAK-1 Specs
2:50 Myriad X VPU
4:00 Compute capacity comparison
4:58 Quick look at the module
6:01 Software installation
7:04 Pre-trained models
9:05 Custom model conversion and inference
10:29 Conclusion
Music:
Chill Starring Night

[@AlexTorres-cj7jw]

Nice! can't wait till mine gets delivered

[@Hardwareai]

Great! Luxonis team working around the clock to have OAKs delivered on time

[@allanboughen]

Excellent video. Even I understood it.

[@Hardwareai]

Thanks! I'm trying to explain the things as simple as possible, but no simpler.

[@lorenzoleongutierrez7927]

Hi !, very informative video, thanks for share!

[@Hardwareai]

Glad it was helpful!

[@fixitmoditbreakit7982]

Smashing review thank you!! Which one would you recommend to detect weeds in grass? Size is not a issue would the extra cameras be A benefit in this? Cheers

[@Hardwareai]

Weeds in the grass... Sounds like purely object detection task, no depth image needed. OAK-1 should do work just fine, with YOLO v2 or YOLO v3

[@levbereggelezo]

Very good 👍

[@Hardwareai]

Thanks for the visit

[@muhammedas9566]

Thank you bro

[@Hardwareai]

Appreciate your feedback!

[@salvadormtz2023]

Very good video, i want develop a face recognition for school, where can i found a tutorial for this using OAK-1,

[@Hardwareai]

Hi there! OAK-1 is still under active development and while it is possible to use it for face recognition, from what I understand there are no tutorial on that yet. + for Azure IoT integration you will need to connect it to the Internet (with PC/SBC/MCU). Jetson Nano 2Gb seems like a better choice here

[@abufatima1288]

Can one use an external camera (eg IP camera) with the OAK?

[@Hardwareai]

While I think it might work, but the result will be sub-optimal. The bottleneck will be the image transmission speed from IP camera to Movidius chip. If you want to use Movidius chip and external camera why not take a look at Intel® Neural Compute Stick 2 (Intel® NCS2)?

[@eyeclouds]

i cant find the pre built raspberry pi image, anyone know where it is?

[@Hardwareai]

Which pre built raspberry pi image are you referring to?

[@nitinj.sanket2236]

What are the weights of the units?

[@Hardwareai]

Which units?

[@fixitmoditbreakit7982]

Where do I order these?

[@Hardwareai]

Great question! opencv-ai-kit.backerkit.com/hosted_preorders here you go

[@ganapathisubramanyamjayam]

Where can I buy?

[@Hardwareai]

The KS campaign have finished, so stay tuned for pre-order announcement!

[@allanboughen]

Would love to have kangaroo detector in the Tesla.

[@Hardwareai]

Oh, yeah, it would be able to detect kangaroos 360 degrees, rain/fog and snow! ;)

[@levbereggelezo]

Когда на русском будет версия

[@Hardwareai]

Когда кто-нибудь субтитры сделает :)

[@AltMarc]

Meh, Intel inside = no future... (we've seen some Intel special ICs for SBC, but they didn't lasted)

[@Hardwareai]

Hmm... Yeah, they do have a bit of a bad history with dev boards. But Movidius has been around for a long time and has been used in a variety of applications, including commercial ones(for example DJI drones). So, I don't think Movidius chips will have the same faith as Joule, Curie, Galileo and Edison boards