Training A Neural Network In Less Than 30 Minutes With Darknet/YOLO

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Show how to train a new neural network from scratch with Darknet/YOLO in less than 30 minutes.
- Darknet: github.com/hank-ai/darknet#ta...
- DarkHelp: github.com/stephanecharette/D...
- DarkMark: github.com/stephanecharette/D...
- Leather dataset: www.mvtec.com/company/researc...
- sizing your network: • Sizing Darknet/YOLO ne...
- building Darknet, DarkHelp, and DarkMark: • Building Darknet, Dark...

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Опубликовано:

5 дек 2023

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Комментарии : 13

@timef5059 6 месяцев назад

Mind-blowing stuff. I'll try it out asap!

@Tony-tu8uz 2 месяца назад

super cool!

@hiroshinakamura8095 7 месяцев назад

Great!

@alexmac2724 6 месяцев назад

Awesome

@eishuu858 6 месяцев назад

Thank you for all the dark resources, it helps me a lot. And is there have any clue on how to transplant a model to an embedded device such as ARM SBC board (ARM9 or Cortex A7), or even a Microcontroller (ESP32), etc.

@StephaneCharette 6 месяцев назад

I have used Darknet/YOLO on ARM processor devices such as Beaglebone, RPI, and NVIDIA Jetson devices. I doubt you'd get it to run on devices such as ESP32 with only 320 KiB of ram. Darknet requires a full operating system, and the weights alone are 25 MiB or more in size.

@eishuu858 6 месяцев назад

Thanks! May be I should put more further question on disorder. @@StephaneCharette

@DigiDriftZone 7 месяцев назад

Is there any way to run this on Apple Silicon Mac?

@StephaneCharette 7 месяцев назад

Yes. First method: CPU version of Darknet/YOLO. Second method: OpenCV's DNN module.

@DigiDriftZone 7 месяцев назад

@@StephaneCharette Thank you will give it a go, so far all tutorials I can find are Linux or Windows, not seen anything for Mac, are you aware of any tutorials?

@StephaneCharette 7 месяцев назад

I don't have a mac, so I've never searched for tutorials on mac. No idea.