Assistive Vision Navigation ML Frameworks

Mobile and wearable AI apps that provide real-time audio or haptic feedback to help visually impaired users navigate, detect obstacles, and identify objects in their environment. Does NOT include general computer vision frameworks, medical eye disease detection, or accessibility tools for other disabilities.

There are 57 assistive vision navigation frameworks tracked. 3 score above 50 (established tier). The highest-rated is BishopFox/eyeballer at 57/100 with 1,279 stars.

Get all 57 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=assistive-vision-navigation&limit=20"

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#	Framework	Score	Tier	Stars	Language
1	BishopFox/eyeballer Convolutional neural network for analyzing pentest screenshots	57	Established	1,279	Python
2	aws-samples/amazon-rekognition-custom-labels-demo A demo to test Custom Labels with models trained by Amazon Rekognition	52	Established	95	JavaScript
3	EddyVerbruggen/nativescript-plugin-firebase :fire: NativeScript plugin for Firebase	51	Established	1,006	TypeScript
4	ZeroBone/OfficialEye An advanced AI-powered generic document-analysis tool	46	Emerging	7	Python
5	GuiltyNeuron/SmartGlasses Smart wearable device project	45	Emerging	94	Python
6	emexlabs/WearableIntelligenceSystem Wearable computing software framework for intelligence augmentation research...	45	Emerging	166	C++
7	men-in-stack/The-Third-Eye An AI based application to identify currency and gives audio feedback.	36	Emerging	65	Java
8	ankitgoyal0301/Drishti-See-the-World-with-us Drishti aims to help a visually impaired or a blind person in their everyday...	35	Emerging	7	Jupyter Notebook
9	nditc/EVYA-AI NDITC's First AI Project.	35	Emerging	6	Python
10	Eng-M-Abdrabbou/Full-Stack_AI-VisualAid_Flutter_Python AI-VisualAid: A mobile app for visually impaired users, built with real-time...	34	Emerging	4	Dart
11	7people/AR-Shopping AR-based shopping application for Google Glass Enterprise Edition 2.	34	Emerging	9	Java
12	jatiinyadav/Your_Eyes App for visually impaired using Machine Learning, Artificial Intelligence,...	33	Emerging	8	Dart
13	GramGra07/WHS-FTC-Code_Training_Module To help anyone to understand the coding process and language involved in FTC...	33	Emerging	3	—
14	rotexpro/Smart-glass-for-blind-people-using-raspberry-pi The goal of this project is to use the Raspberry Pi to assist the blind....	33	Emerging	7	Python
15	ArchitectAK/ReactNative-Deeplink Code for React Navigation v5 Deep linking	32	Emerging	20	Java
16	danielkim-im/idolSnap An android app for K-Pop fans to upload and share artist photos. Utilizes...	31	Emerging	1	Java
17	BurraAbhishek/SpeechVision An AI-based talking camera Flutter app which helps the blind and visually...	31	Emerging	4	Dart
18	jolibrain/recognition This is the source code of the backend and online parts of the IK Prize 2016...	30	Emerging	6	JavaScript
19	ahammadshawki8/evya ✅ NDITC's official AI app that performs image recognition, profit prediction...	29	Experimental	1	Python
20	ApoorvGit/god-s-eye Aid for blinds. This AI will describe the surrounding, it will tell who is...	29	Experimental	8	Python
21	hietalajulius/yolov8-classify-rn An example Expo module how to run CoreML models in React Native	28	Experimental	9	Swift
22	satyamurti/WithU Women Safety App which uses Machine Learning to perform sentiment analysis...	27	Experimental	11	Kotlin
23	louis030195/cloud-computer-vision Cloud Computer Vision on GCP	27	Experimental	7	JavaScript
24	KOSASIH/EdCore Augmented Reality (AR) History Education App	27	Experimental	9	Java
25	Chamod07/Presently Computer Vision and Audio Application for Presentation Skills Development	27	Experimental	7	Dart
26	Ayush21082/AR-Studio It is a music and podcast creation system that enables users to create...	26	Experimental	6	Swift
27	equilicore/see-and-tell See and Tell \| Assistant to Experience Video Content With Ears	26	Experimental	21	Python
28	Pettrus/digitalism A photo enhancer website that mixes a style from one picture to another...	26	Experimental	9	JavaScript
29	jhsung23/Checkable yoloV4 기반 여성 시각 장애인을 위한 월경 가이드 애플리케이션	23	Experimental	1	Java
30	youssefellouh/AI-Powered-Assistance-System-for-Visually-Impaired This repository hosts a comprehensive solution designed to assist visually...	22	Experimental	2	Jupyter Notebook
31	Joan947/AndroidProject Machine Learning based Assistive Technology for Visually Impaired	21	Experimental	—	Java
32	roshan-acharya/Drishti Drishti is a deep learning-based AI tool that transforms SAR (Synthetic...	20	Experimental	3	Jupyter Notebook
33	maj34/Eye-Handicapped-Service [ X:AI Conference ] 시각장애인을 위한 안내見 서비스	20	Experimental	11	Jupyter Notebook
34	AbiPatti/cosmonav-demo Cosmonav: A React Native navigation app for the visually impaired. Features...	20	Experimental	1	TypeScript
35	DevGlitch/jaqen Blackbeard - Smart glasses blackjack AI project for Harvard Wearable &...	20	Experimental	7	Python
36	ROHAN0011/AI-Eye-Writer Write Alphabets, Words and Sentences with your eyes.	19	Experimental	3	Python
37	calicartels/blind.ai An app that makes the lives of individuals with Visual Impairment a little easier !	19	Experimental	3	Dart
38	Loai-Houmane/AR-Product-Nutrition 🍏 AR Nutrition and Sales Offer Application is an AR-based app that detects...	19	Experimental	3	C#
39	DK-Ztru/ShadowWalk 基于YOLOv8的盲人避障辅助系统	19	Experimental	—	Java
40	WanjiruCate/Angaza Safaricom Alpha Mentorship Programme	17	Experimental	1	Java
41	Teamkito-Labs/alfabel.teamkito.id Aplikasi inovatif untuk tunanetra yang membantu menavigasi lingkungan dengan...	17	Experimental	1	SCSS
42	Scanning-Bee/scanning-bee The source code for Scanning Bee.	17	Experimental	1	TypeScript
43	MaximilianoCosta/EyeCue-for-Visually-Impaired 👁️ Empower visually impaired users to navigate their world with EyeCue, an...	16	Experimental	1	TypeScript
44	MicheleMeazzini/WalkSafe Project for "Mobile and Social Sensing Systems", MSc in Artificial...	14	Experimental	—	Kotlin
45	folkvarlabs/iSee iSee: When your eyes can't, iSee can! 😎🔍 A whimsical, all-in-one solution...	13	Experimental	—	Shell
46	lfgodoi/seesaybot A fully integrated hardware–software platform consisting of a wheeled robot...	13	Experimental	—	—
47	Ibnuard/react-native-realtime-image-detection-ai Realtime object detection using Machine Learning	12	Experimental	5	Java
48	ExploraVist/Exploravist Our goal is to empower the visually impaired with tools that improve their...	12	Experimental	3	C++
49	AIislamdemir/ai-smart-glasses-for-visually-impaired AI-powered smart glasses prototype to assist visually impaired users with...	12	Experimental	1	Python
50	frankelavsky/situated_objects browser extension that is a class project exploring how the knowledge and...	11	Experimental	—	JavaScript
51	box-community/sample-image-skills 🏞 Box Skills samples for processing image files	11	Experimental	—	JavaScript
52	VoxPop-Open-Call/LisNav An AI-powered AR solution that provides real-time environmental audio...	11	Experimental	—	Makefile
53	wiwichips/gcb A web application that renames photos in a photo gallery using MobileNet in...	11	Experimental	3	JavaScript
54	Shubbair/AEYE AI software for blind glass	11	Experimental	—	Python
55	sb011/SDP This Mobile app offers two types of settings, users are able to improve the...	10	Experimental	2	JavaScript
56	Amai-Mask/AIPoC_AI-Based-Form-Filling-App 🧠 AI Form Filler App – Scan, Detect, Fill!	10	Experimental	1	Jupyter Notebook
57	naytun/google-cloud-vision Machine Learning Project	10	Experimental	2	JavaScript

Comparisons in this category

Your_Eyes and SpeechVision (33 vs 31)