Sketch Recognition Games ML Frameworks

Interactive web/mobile games and applications that use ML to recognize hand-drawn sketches and doodles in real-time gameplay. Includes drawing prediction, guessing games, and sketch classification systems. Does NOT include general drawing tools, wireframing applications, robotic drawing systems, or non-game sketch detection projects.

There are 30 sketch recognition games frameworks tracked. The highest-rated is vietnh1009/QuickDraw at 43/100 with 1,111 stars.

Get all 30 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	vietnh1009/QuickDraw Implementation of Quickdraw - an online game developed by Google	43	Emerging	1,111	Python
2	vietnh1009/QuickDraw-AirGesture-tensorflow Implementation of QuickDraw - an online game developed by Google, combined...	37	Emerging	94	Python
3	ssusnic/Machine-Learning-Doodle-Recognition A project on making a game like Quick Draw using Machine Learning with...	34	Emerging	37	JavaScript
4	studiomoniker/Quickdraw-appendix Dataset of 25k penises: an appendix to the Quick, Draw! Dataset	29	Experimental	206	—
5	larswaechter/quickdraw-cnn A convolutional neural network using Tensorflow and Google's Quick, Draw!...	29	Experimental	14	JavaScript
6	xenova/doodle-dash Doodle Dash, an ML-powered web game that runs completely in your browser,...	29	Experimental	70	Jupyter Notebook
7	xgoga/FastRoboticPencilDrawing Work and research repository for pencil drawing robot application development.	26	Experimental	6	Python
8	ashayp22/Smart-Draw A.I. Guesses Drawing Game \| Download on the iOS App Store!	26	Experimental	6	C#
9	Explore-In-HMS/LearningNumbers A guide to help kids learn numbers!	25	Experimental	5	Kotlin
10	MindExMachina/robosketch-rnn Let a robot continue your drawings using SketchRNN.	22	Experimental	1	JavaScript
11	reevald/MathEdu An application to learn flat shapes through an AI-based guessing game.	22	Experimental	1	CSS
12	mime-dream-team/mime-frontend An easy-to-use, minimalist wireframing app powered by machine learning	20	Experimental	16	JavaScript
13	Devs-Not-Wizards/Freehand.io :boom: Frontend Code Generation From simple Hand Drawings :pencil2:	20	Experimental	7	JavaScript
14	Suji04/doodle_classifier A CNN model to classify hand drawn doodles.	20	Experimental	9	Python
15	sabikrahat/bangla_handwritten_math_solver_flutter_app A frontend app where the input was sent to a django shelf server and then...	17	Experimental	4	Dart
16	amanbind007/Drawing-Guesser-iOS iOS App that guesses what you have drawn. It is created using SwiftUI...	16	Experimental	3	Swift
17	ParvaShah/TensorflowJS-Doodle-Recognition Doodle Classifier using TensorFlowjs. Used hybrid model of MobileNet and ResNet CNN.	15	Experimental	2	TypeScript
18	darthbirb/sketcher Sketch Recognition Web App	15	Experimental	—	TypeScript
19	Evozone/text-to-doodle A web application for a hybrid AI agent that draws doodles from text input	15	Experimental	2	JavaScript
20	jtiscione/doodlecritic Neural network that evaluates doodles as you draw	14	Experimental	9	JavaScript
21	kylecorry31/DoodleNet A web app which uses TensorflowJS and the webcam to play a game of Pictionary.	14	Experimental	1	JavaScript
22	KashifKhn/drawbell DrawBell — Wake up or keep drawing. An alarm app powered by on-device AI...	14	Experimental	—	Dart
23	121ssdfdfsv/HeyTeaAutoDrawer 🖌️ Automate image drawing in specific apps on Windows with this Python...	14	Experimental	—	Python
24	hadiuzzaman524/digit-recognition-with-tflite A mobile app that can take handwritten input from a touch screen and...	13	Experimental	5	Dart
25	kebtes/doodle.predict A web app that predicts your doodles in real time using a model trained on...	12	Experimental	1	JavaScript
26	Yousef0M/Sketch_Recognizer_Ai Artificial intelligence is used in the project to predict what are you drawing.	12	Experimental	1	JavaScript
27	TarekAlQaddy/emoji-guess-machine-learning-in-js Prototype drawing app that guesses the correct emoji by machine learning	12	Experimental	4	JavaScript
28	haldonmez/dilective-app This is the first implementation of a canvas input-output boilerplate will...	11	Experimental	—	JavaScript
29	mikeesto/guess-sketch :mag: Can you guess what Magenta's sketch-rnn model is drawing?	10	Experimental	1	JavaScript
30	Eversmile12/susanna-client This is cool! I and @MicheleVece created this fancy project called Susanna...	10	Experimental	1	JavaScript

Comparisons in this category

QuickDraw and QuickDraw-AirGesture-tensorflow (43 vs 37) QuickDraw and quickdraw-cnn (43 vs 29)