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 39 sketch recognition games frameworks tracked. 1 score above 50 (established tier). The highest-rated is vietnh1009/QuickDraw at 50/100 with 1,111 stars.

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#	Framework	Score	Tier	Stars	Language
1	vietnh1009/QuickDraw Implementation of Quickdraw - an online game developed by Google	50	Established	1,111	Python
2	vietnh1009/QuickDraw-AirGesture-tensorflow Implementation of QuickDraw - an online game developed by Google, combined...	44	Emerging	94	Python
3	ssusnic/Machine-Learning-Doodle-Recognition A project on making a game like Quick Draw using Machine Learning with...	41	Emerging	37	JavaScript
4	studiomoniker/Quickdraw-appendix Dataset of 25k penises: an appendix to the Quick, Draw! Dataset	36	Emerging	206	—
5	larswaechter/quickdraw-cnn A convolutional neural network using Tensorflow and Google's Quick, Draw!...	36	Emerging	14	JavaScript
6	xenova/doodle-dash Doodle Dash, an ML-powered web game that runs completely in your browser,...	36	Emerging	70	Jupyter Notebook
7	xgoga/FastRoboticPencilDrawing Work and research repository for pencil drawing robot application development.	33	Emerging	6	Python
8	Explore-In-HMS/LearningNumbers A guide to help kids learn numbers!	32	Emerging	5	Kotlin
9	reevald/MathEdu An application to learn flat shapes through an AI-based guessing game.	29	Experimental	1	CSS
10	MindExMachina/robosketch-rnn Let a robot continue your drawings using SketchRNN.	29	Experimental	1	JavaScript
11	mime-dream-team/mime-frontend An easy-to-use, minimalist wireframing app powered by machine learning	27	Experimental	16	JavaScript
12	Suji04/doodle_classifier A CNN model to classify hand drawn doodles.	27	Experimental	9	Python
13	sabikrahat/bangla_handwritten_math_solver_flutter_app A frontend app where the input was sent to a django shelf server and then...	24	Experimental	4	Dart
14	amanbind007/Drawing-Guesser-iOS iOS App that guesses what you have drawn. It is created using SwiftUI...	23	Experimental	3	Swift
15	ParvaShah/TensorflowJS-Doodle-Recognition Doodle Classifier using TensorFlowjs. Used hybrid model of MobileNet and ResNet CNN.	22	Experimental	2	TypeScript
16	Evozone/text-to-doodle A web application for a hybrid AI agent that draws doodles from text input	22	Experimental	2	JavaScript
17	jtiscione/doodlecritic Neural network that evaluates doodles as you draw	21	Experimental	9	JavaScript
18	hadiuzzaman524/digit-recognition-with-tflite A mobile app that can take handwritten input from a touch screen and...	20	Experimental	5	Dart
19	TarekAlQaddy/emoji-guess-machine-learning-in-js Prototype drawing app that guesses the correct emoji by machine learning	19	Experimental	4	JavaScript
20	Yousef0M/Sketch_Recognizer_Ai Artificial intelligence is used in the project to predict what are you drawing.	19	Experimental	1	JavaScript
21	kebtes/doodle.predict A web app that predicts your doodles in real time using a model trained on...	18	Experimental	1	JavaScript
22	darthbirb/sketcher Sketch Recognition Web App	17	Experimental	—	TypeScript
23	mikeesto/guess-sketch :mag: Can you guess what Magenta's sketch-rnn model is drawing?	17	Experimental	1	JavaScript
24	Eversmile12/susanna-client This is cool! I and @MicheleVece created this fancy project called Susanna...	17	Experimental	1	JavaScript
25	kylecorry31/DoodleNet A web app which uses TensorflowJS and the webcam to play a game of Pictionary.	16	Experimental	1	JavaScript
26	121ssdfdfsv/HeyTeaAutoDrawer 🖌️ Automate image drawing in specific apps on Windows with this Python...	14	Experimental	—	Python
27	KashifKhn/drawbell DrawBell — Wake up or keep drawing. An alarm app powered by on-device AI...	14	Experimental	—	Dart
28	haldonmez/dilective-app This is the first implementation of a canvas input-output boilerplate will...	13	Experimental	—	JavaScript
29	bibs2091/Guess-my-shape Deep learning version of skribbl game (drawing and guessing).	13	Experimental	10	JavaScript
30	mime-dream-team/tf-model-training A TensorFlow.js model training on circle, square, and line strokes drawn on...	11	Experimental	3	JavaScript
31	larissabenedet/draw-and-react Draw & React is a fun web app that uses a model trained with Google's...	11	Experimental	1	TypeScript
32	learodrigo/doodle-classifier Building a "doodle classifier" using the Google "Quick, Draw!" dataset and a...	11	Experimental	—	JavaScript
33	akashmeshram/ML-Sketch-Brush This simple program lets you draw pattern with a circular brush by moving your face.	11	Experimental	—	JavaScript
34	memetsumer/Doodle-Classifier Predicting doodles	11	Experimental	—	JavaScript
35	pranavjayaraj/Machine-learning-Digit-recognizer A try at integrating my passion for Machine Learning with my knowledge in...	11	Experimental	—	Java
36	LLeon360/SketchSearch This is a web application that allows a user to sketch a doodle to search...	11	Experimental	—	HTML
37	Telexine/KubeKeras Dockerize version of Machine Learning Telexine/colorizeSketch / Anime...	10	Experimental	2	JavaScript
38	Daniel-EST/interactive-doodle-recognition This work trains a Deep Neural Network to classify doodles from the Google's...	10	Experimental	2	C++
39	rex2022-hand-draw/PresentationRepo Repository for the Research Experience project which aims to classify if a...	10	Experimental	2	HTML

Comparisons in this category

QuickDraw and QuickDraw-AirGesture-tensorflow (50 vs 44) QuickDraw and Machine-Learning-Doodle-Recognition (50 vs 41) QuickDraw and quickdraw-cnn (50 vs 36) Machine-Learning-Doodle-Recognition and TensorflowJS-Doodle-Recognition (41 vs 22)