0

Draw This: Neural Network Turns Polaroid Pics Into Doodles #piday #raspberrypi @Raspberry_Pi

Top down 2 1240x968

Dan Macanish shares this fun project over on his blog!

Draw This is a polaroid camera that draws cartoons.

The polaroid camera is a classic that still delights today. There is something eternally amusing about a physical, unique image, that is uniquely different to digital. Playing with neural networks for object recognition one day, I wondered if I could take the concept of a polaroid one step further, and ask the camera to re-interpret the image, printing out a cartoon instead of a faithful photograph.

The camera is a mash up of a neural network for object recognition, the google quickdraw dataset, a thermal printer, and a raspberry pi. Initially, I began with some experiments on my laptop. I set up an image processing pipeline in python to take pre-captured images and recognise the objects in them, using pre-trained models from google. At the same time, I explored the quickdraw dataset, and mapped the categories available in the dataset with the categories recognisable by the image processor. After writing some code to patch the two together, wrapping the lot in a docker image, and cobbling together some electronics, interspersed with some hair pulling moments of frustration, the camera was ready.

Raspi camera cartoons 768x483

Learn more and check out the full details on GitHub! (H/t Motherboard)


3055 06Each Friday is PiDay here at Adafruit! Be sure to check out our posts, tutorials and new Raspberry Pi related products. Adafruit has the largest and best selection of Raspberry Pi accessories and all the code & tutorials to get you up and running in no time!


Make a robot friend with Adafruit’s CRICKIT – A Creative Robotics & Interactive Construction Kit. It’s an add-on to our popular Circuit Playground Express, FEATHER and other platforms to make and program robots with CircuitPython, MakeCode, and Arduino. Start controlling motors, servos, solenoids. You also get signal pins, capacitive touch sensors, a NeoPixel driver and amplified speaker output. It complements & extends your boards so you can still use all the goodies on the microcontroller, now you have a robotics playground as well.

Join 7,500+ makers on Adafruit’s Discord channels and be part of the community! http://adafru.it/discord

CircuitPython in 2018 – Python on Microcontrollers is here!

Have an amazing project to share? Join the SHOW-AND-TELL every Wednesday night at 7:30pm ET on Google+ Hangouts.

Join us every Wednesday night at 8pm ET for Ask an Engineer!

Follow Adafruit on Instagram for top secret new products, behinds the scenes and more https://www.instagram.com/adafruit/


Maker Business — Fewer startups, and other collateral damage from the 2018 tariffs

Wearables — Light as a Worbla feather

Electronics — How to make your own magnetic field probe!

Biohacking — The State of DNA Analysis in Three Mindmaps

Python for Microcontrollers — One year of CircuitPython weeklies!

Get the only spam-free daily newsletter about wearables, running a "maker business", electronic tips and more! Subscribe at AdafruitDaily.com !



No Comments

No comments yet.

Sorry, the comment form is closed at this time.