Show HN: Vehicle Detection – using machine learning and computer vision

Re:Show HN: Vehicle Detection – using machine learning and c... by escapologybb on Monday October 30, 2017 @08:53AM (#15584611)

This looks like it might be exactly what I'm looking for. I am quadriplegic and use a powered wheelchair, I also live in a small town with narrow roads and can't tell how far away a car is from behind me. I can't use regular wing mirrors as it would make the wheelchair to wide and I can't quite get the angle on a mirror to see behind me, so I thought I would use a camera on the back of the headrest which with some computer type cleverness™ could tell me if about to be mown over.

I was recently hit by a Mercedes SLK, and it's not something I'm anxious to repeat.

At the moment I'm thinking a GoPro streaming wirelessly to a Raspberry Pi, which can do the visual processing and essentially warn me if something big and metal is coming up behind me too quickly. I got the hardware, but I really don't have the software chops so if someone could point me in the right direction I would really appreciate it!

Thanks!

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Re:Show HN: Vehicle Detection – using machine learning and c... by radix07 on Monday October 30, 2017 @10:50AM (#15585340)

By all means I respect wanting to roll your own version of this. But if you would like to buy something to detect vehicles from your rear, there is something that already exists and is used commonly by cyclist. You may however need a bike computer as well, so it might get a bit expensive...

https://www.amazon.com/Garmin-Varia-Rearview-Radar-Light/dp/...

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Re:Show HN: Vehicle Detection – using machine learning and c... by escapologybb on Monday October 30, 2017 @11:04AM (#15585463)

You're absolutely right that that does look like it would do the job, but once I start throwing in a computer as well it may start getting a little bit prohibitively expensive as you suggest. Definitely something to keep in mind though, thanks!

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Re:Show HN: Vehicle Detection – using machine learning and c... by radix07 on Monday October 30, 2017 @12:28PM (#15586340)

Looks like you can get a dedicated display with the Varia for an additional $100. $300 total is still cheaper than a GoPro, Raspi, and all the additional stuff you will need to make it work together...

https://buy.garmin.com/en-US/US/p/518151/pn/010-01509-10#box

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Re:Show HN: Vehicle Detection – using machine learning and c... by nkristoffersen on Monday October 30, 2017 @10:31AM (#15585221)

How about use the PI Camera module instead? No wireless mess and much cheaper than a GoPro. I'm not even sure the GoPro video stream is accessible outside their proprietary app.

There are a lot of tutorials online on developing computer vision with the PI.

However, it sounds like the K.I.S.S. solution for you would be a backup camera or something so you can see whats happening behind you instead of relying on CV (computer vision) especially if you don't have the software chops to take on the CV challenge.

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Re:Show HN: Vehicle Detection – using machine learning and c... by escapologybb on Monday October 30, 2017 @10:44AM (#15585295)

The reason I shied away from using the Raspberry Pi camera module is that I live in what is essentially a wet hole in the ground in Yorkshire, is consistently wet and when it's not wet it's damp and when it's not down its usually flooding. So that's why I thought the go pro would be a better choice.

The Raspberry Pi is going to be the ideal machine I think to do the heavy lifting hopefully, and the main reason I am open to rely on CV is that there is nowhere to fit a screen on the front of my wheelchair. I tried streaming wirelessly from a go pro to my iPhone and the battery life was absolutely abysmal.

Maybe if the CV detected a problem it could make a fit bit or something similar vibrate to alert me to a problem, different numbers of vibrations were different situations etc etc. Although it is ENTIRELY possible I'm overthinking this!

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Re:Show HN: Vehicle Detection – using machine learning and c... by coredog64 on Monday October 30, 2017 @10:44AM (#15585288)

Chapter five of "OpenCV for Secret Agents" has a night-time version that recognizes headlights. The author knows OpenCV and I found the style of the book to be less dry than your usual Packt tutorial.

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Re:Show HN: Vehicle Detection – using machine learning and c... by escapologybb on Monday October 30, 2017 @10:46AM (#15585312)

Thanks,I will definitely have a look at that as I'm definitely going to need some sort of night-time capability hopefully.

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Re:Show HN: Vehicle Detection – using machine learning and c... by Nilef on Monday October 30, 2017 @10:32AM (#15585224)

I'm going to drop you an email on this - Hoping I can help out!

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Re:Show HN: Vehicle Detection – using machine learning and c... by escapologybb on Monday October 30, 2017 @10:41AM (#15585268)

Cool, you can grab me out [email protected] And thanks. :-)

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