AI Classifier for BirdBox, train for any kind of litter.
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- čas přidán 30. 07. 2024
- A common question is: What will be your next step, what will be the next challenge for the birds...
To be able to classify general items like cig-butts, soda-cans, slugs, dandelions etc, i need a general purpose detector.
I'm trying to create this detector based on skills i have from my profession.
In this video i show you my experiments with the easy-to-use software:
www.lobe.ai
This software brings the power of AI and machine-learning to everyone! I plan to follow up this wide with instructions on how to transfer this network to a raspberry pi
Links:
3Blue1Brown
/ @3blue1brown
This site is so god! The way he explains math has changed my way of looking at math totally.
Then...you test the networks out in real time here:
sc s.ryerson.ca/~aharley/vis/fc/
There are so many tutorials on python out there. This guy has been my teacher:
pythonprogramming.net/ - Věda a technologie
I can't wait for this to become a real product I can buy because being able to train birds to pick up trash in my neighborhood would be so cool
Next we could train them to cut lawns.
Holy cow, I just had this idea after watching your bottle cap video. This is amazing. I look forward to see your army of trained litter scavengers!
This looks great Hans...I'd love to train humans to bin their cigarette butts and bottle caps and give them a reward too...maybe bubble gum or something. I will have a look further, thanks for sharing.
Love your magpie bottle cap vid.... do you have a vid explaining how you trained it? Love the concept of magpies cleaning and recycling! Genius
czcams.com/video/zvmhl-E4QQ0/video.html
That's awesome, thanks for sharing ! You have some really good ideas !
Interesting, I did not know lobe. I have used Google's Teachable Machine so far to generate data models . I will test lobe next time.
They just released add-ons for raspberry pi today, and a few walk-throughs
Wow, it learned really well and the process is so easy! And we will probably even further improve that human-ai training interaction. What a time to be alive, eh? Thanks for sharing!
Underbart kul det du har skapat!
Have you considered that the birds might start stealing keys and tearing open trash bags to get small items for the machine?
Trash bags really shouldnt be left outside anyway, keys either
@@aaronc1051 I agree, as long as people store stuff carefully it shouldn't be an issue. And even if then you could "return to...' for stuff.
Also birds already do this to have "shiny nests" if i remember correctly, pre-litter shiny things were rare, kind of like wealthy, now all trashy (and keys) is shiny!
The link to buy you a coffee is not is the description box.
Can you use a "conventional" non-ML based machine vision algorithm to crop the areas of the image outside the saucer? It seems that won't be very difficult, and if the camera stays in the same spot, it will not need to be recalibrated very often.
Yes, that might be the simplest solution, think i was discussion that with myself in the video...however, the trained model is now
exported to the raspberry, and i'm evaluating a python script. I't seems to work!
Also looking into 'Google teachable machine' looks even simpler!!
teachablemachine.withgoogle.com/
You should totally write a manuscript on this if it works
Wow, this is really interesting.
Hans, why not to use just 2 categories: “good” - when the cap is inside the ring with or without noise, and “bad” - for everything else that is not acceptable. Wouldn’t it scale better on whatever birds will decide to bring in the future, like for example, coins, paper pieces, glass, stones, etc. (Love your channel and the bird recycling btw 👍)
You missed to train where the model should separate between is in the bowl or is out of the bowl at it's edges. So if a bottle cap is slightly going over the edge, you probably still want to have it count as "cap".
The best solution for this is just to build the box, put some artificial lighting in, and lit the scene somewhat consistent. Then put stuff on the bowl and on its edges and see if it successfully drops. If not, it is counted as empty, if it drops successfully it's counted as cap or butt.
You could sell metal bottle caps to the scrapyard.
Please have your invention available in Amazon/Your own website pls and can be shipped around the world specially here in the Philippines 😊 Thanks 😁
Searching for buy a coffee for you
Will it become an Produkt? For consumers Ort Citys to buy ?
I would Reality like to See That!
I have some conections to City Designers, and These would amazing to install in Parks.
Would love to hear an ancer :)
Have you tried Google’s Vision API
You should teach the birds to collect money and coins
No coins and juwelery? :D
zamiast szukać frajerów do sprzątania może przestańcie w końcu rzucać śmieci po za miejsca do tego przeznaczone.