by joeguilmette on 2/5/17, 6:31 PM with 121 comments
by Animats on 2/5/17, 7:51 PM
The process looks like magic. Color-mixed items go in, and single-color items come out, on a line going so fast that no human can see what's happening. It's amazing to see computer vision systems that fast.
These machines work by putting the items on a conveyor belt, then dropping them on a much faster conveyor to spread them out. The fast conveyor goes past cameras, and at the end, launches the items into free flight for a few inches. While in flight, computer-controlled air jets knock out the rejects.
by jacquesm on 2/6/17, 12:39 AM
Coincidentially I'm working on something similar at the moment only with an order of complexity that is several magnitudes larger than the one on display here (39000 different shapes, several 10's of possible colors). But my contraption doesn't nearly look as nice as this one and definitely is not ready for any kind of production.
I've been working on this for the last two years or so, it has just about every bit of my skills exercised (optical, mechanical, software, electronics) and every time there is a minor breakthrough I feel like throwing a party.
Likely this piece of gear will never see the light of day in a commercial setting but it's the most fun I've had in a long long time.
Disillusioned with web programming (security really spoiled the fun I used to have making web stuff) I figured I should do something that will make programming fun again and at least on that count I have succeeded.
And on another note, I've gained a lot of respect for the visual cortex and it's preprocessing capabilities.
by crusso on 2/5/17, 7:46 PM
You've given me some motivation to get off of HN and work on one of my side projects for the rest of today.
by acheron on 2/5/17, 10:18 PM
by dankohn1 on 2/5/17, 7:08 PM
by gjkood on 2/5/17, 7:36 PM
This is the kind of stuff that I love to read about in the mornings.
I know this machine will not solve world hunger or bring about world peace but I know this would bring peace to my family.
I apologize in advance but I am going to "borrow" your design and work with my kids to recreate this.
Thank you for giving me something worthwhile and productive to do with my kids today. Atleast give them something inspiring and fun to look forward to.
by saghm on 2/5/17, 7:17 PM
I'm curious, have you tried putting both Skittles and M&M's in the same batch? I'd be interested to see if it determines that the purple Skittles and the brown M&M's are the same color, for example
by asafira on 2/6/17, 12:04 AM
(Technically it we don't see it make the mistake, but it probably had made a mistake...)
Awesome job! Any stats on its error rate?
by elihu on 2/6/17, 2:33 AM
The machine sorted the pennies to match a greyscale image given as input, so that the final output is a penny mural ready to be encased in epoxy.
by pimlottc on 2/5/17, 7:20 PM
Also, what's the difference between processing M&Ms and Skittles? Is it just the expected colors?
by ktta on 2/5/17, 8:49 PM
by DoctorNick on 2/5/17, 7:43 PM
by prashnts on 2/5/17, 7:14 PM
by overcast on 2/5/17, 11:45 PM
by BillyParadise on 2/6/17, 3:10 AM
by nycmattw on 2/5/17, 7:44 PM
by matart on 2/5/17, 8:05 PM
by Reason077 on 2/5/17, 11:28 PM
by myfonj on 2/5/17, 10:48 PM
by femto113 on 2/5/17, 11:46 PM
by dugluak on 2/5/17, 10:18 PM
by zaf on 2/6/17, 12:52 PM
by source99 on 2/5/17, 10:52 PM
I don't think I could punch that much effort into something i wasn't going to commercialize.
by BlytheSchuma on 2/5/17, 9:23 PM
by makwarth on 2/5/17, 9:24 PM
by exabrial on 2/8/17, 2:48 AM
by dammitcoetzee on 2/5/17, 7:22 PM
by anjc on 2/5/17, 8:15 PM