# HuggingSnap — On-device Visual Assistant > On-device visual AI assistant for real-time camera understanding. (iPhone/iPad app by Hugging Face, Inc..) - Source: https://appshunter.io/ios/app/huggingsnap/id6742157364 (this page in markdown: same URL + `.md`) - Developer: [Hugging Face, Inc.](https://appshunter.io/developer/1020581002) - Category: Productivity, Photo & Video - Price: Free - Rating: 4.50/5 from 44 App Store ratings · 15 written reviews indexed - Age rating: 4+ - Requires: iOS 18.0 · 13 MB - Languages: American English - Released: 2025-03-19 - Data updated: 2026-08-24 - Monetization: free - User reviews in markdown: https://appshunter.io/ios/app/huggingsnap/id6742157364/reviews.md ## What is HuggingSnap? HuggingSnap brings smart vision AI to your iPhone. Using our smolvlm2 vision model, the app understands what your camera sees in real-time without sending any data to the cloud. Just point your camera, ask a question or request a description, and HuggingSnap will identify objects, explain scenes, read text, and make sense of what you're looking at. It's helpful when shopping, traveling, studying, or just exploring your surroundings. Key Features: - Processes everything on your phone - your data stays private - Works in real-time with no delay - No internet needed - works offline anywhere - Easy on your battery - Reads and translates text in images - Describes scenes for better accessibility - Search using your camera - Choose what types of objects to recognize HuggingSnap turns your iPhone into a helpful visual companion that sees the world with you! Terms of use & privacy policy: Terms of use: https://huggingface.co/terms-of-service Privacy policy: https://huggingface.co/privacy ## Key features - On-device AI processing for privacy - Real-time object and scene recognition - Offline functionality - Reads and translates text in images - Customizable object recognition ## What do users think of HuggingSnap? Overall sentiment: negative **Pros** - 👍 Good app overall - 💡 Useful for describing images and objects **Cons** - 🐛 Crashes and bugs - 🤖 Poor accuracy in image/object recognition - 🤔 Offline mode not well-supported **Commonly reported bugs** - App crashes when sending description or text - Stuck initializing model, downloads models repeatedly - Displays error message for no internet connection in offline mode **Most requested features** - Add ability to copy/paste output text - Resizable text output box - Support for Chinese language ## Recent user reviews (10 of 15) All indexed reviews: https://appshunter.io/ios/app/huggingsnap/id6742157364/reviews.md ### 5/5 — Great app *2025-07-17, version 1.2* Great app ### 1/5 — App crashes *2025-06-16, version 1.2* It might be just me but every time I take a photo and try to ask a question it freezes. ### 1/5 — Really need some works *2025-04-08, version 1.2* The on-device AI is terrible like awful. It is so stupid it can’t even answer the simple questions correctly, and the ability of identifying from the photos and videos is even worst. This app should stay in beta test right now, people don’t deserve to use this half done app ### 1/5 — App crashes *2025-03-27, version 1.2* When I try to send a description, the app crashes. My device is an iPhone 11 running iOS 18.0 ### 1/5 — Unstable *2025-03-26, version 1.1* Unfortunately in its current form and the latest update this app only crashes. ### 5/5 — Good *2025-03-23, version 1.0* Please fix bugs quickly ### 5/5 — Perfect Helper to Put Into Words *2025-03-22, version 1.0* This is a cool app that will describe anything you don’t have the words to describe yourself. For instance, my cat. I took a picture of my cat sitting on a chair and it was able to describe everything about the image nicely. What is very useful is being able to use the descriptors for use in ChatGPT or another AI model for creation purposes. One request I have that prevents me from giving 5-stars is that I can’t find a way to copy and paste the output from the app. Right now I take screenshots of each paragraph, open Photos, and copy/paste each text into a document. Please add the ability to copy and paste or perhaps have a “history” where it saves the conversations for later use! ### 4/5 — Super start! *2025-03-21, version 1.0* It’s really great— i just wish it were easier to review the text output. It’s a tiny box on my phone - could it be resizable? or an option to go full screen since you’ve already taken a picture? Thanks, though - very useful! ### 5/5 — bug *2025-03-21, version 1.0* I like the huggingface platform very much, so I gave it five stars, but why does it keep flashing back when I use it? ### 2/5 — Great idea, poor accuracy *2025-03-20, version 1.0* After trying about 10 to 15 images across various scenes, I could not use this for any need that required accuracy. The idea is great and it does describe a lot of things, but the accuracy of the items it describes are almost all completely wrong. For example, it called a couch, a floor, and a wooden serving tray, a gaming console because there was a controller sitting on it. Hopefully they have more time to develop a more accurate product. ## Frequently asked questions about HuggingSnap ### What does HuggingSnap do? HuggingSnap uses on-device AI to analyze what your iPhone camera sees in real-time. It can identify objects, describe scenes, read text, and even translate it, all without sending data to the cloud or requiring an internet connection. ### What are the key features of HuggingSnap? Key features include on-device processing for privacy, real-time performance with no delay, offline functionality, battery efficiency, text reading and translation, scene descriptions for accessibility, camera-based search, and the ability to choose which object types to recognize. ### Is HuggingSnap free to use? Yes, HuggingSnap is a free application. There are no in-app purchases or advertisements mentioned in the provided data. ### Does HuggingSnap require an internet connection? No, HuggingSnap is designed to work offline. It processes all visual data directly on your iPhone, meaning you don't need an internet connection to use its features, making it useful anywhere. ### Who would benefit from using HuggingSnap? This app is beneficial for anyone who wants a private and efficient visual assistant. It's particularly helpful for tasks like shopping, traveling, studying, or simply exploring and understanding your surroundings better. ## Version history (last 3 releases) ### 1.2 — 2025-03-27 Replaced support email. ### 1.1 — 2025-03-24 Added VoiceOver to the UI so it can be used by more people more easily! ### 1.0 — 2025-03-19 No release notes. ## Apps similar to HuggingSnap | App | Rating | Price | Category | | --- | --- | --- | --- | | [Seeing AI](https://appshunter.io/ios/app/seeing-ai/id999062298) | 4.3 (626) | Free | Productivity | | [Locally AI by LM Studio](https://appshunter.io/ios/app/locally-ai-by-lm-studio/id6741426692) | 4.7 (1,486) | Free | Productivity | | [Privacy AI: Powerful chatbot](https://appshunter.io/ios/app/privacy-ai-powerful-chatbot/id6738392421) | 4.8 (18) | Free | Productivity | | [MATSUKO](https://appshunter.io/ios/app/matsuko/id1568461657) | — | Free | Productivity | | [Local AI Studio](https://appshunter.io/ios/app/local-ai-studio/id6587560115) | — | $9.99 | Productivity | | [Sharpvue AiVision](https://appshunter.io/ios/app/sharpvue-aivision/id6475008485) | 5.0 (1) | Free | Productivity | ## More apps by Hugging Face, Inc. - [Boloss, the savage voice robot](https://appshunter.io/ios/app/boloss-the-savage-voice-robot/id1345046472) - [Talking Egg - World Record Egg](https://appshunter.io/ios/app/talking-egg-world-record-egg/id1456067845) - [Hugging Chat](https://appshunter.io/ios/app/hugging-chat/id6476778843) All apps by Hugging Face, Inc.: https://appshunter.io/developer/1020581002 ## Related topics [huggingsnap](https://appshunter.io/ios/topics/huggingsnap) · [hugging](https://appshunter.io/ios/topics/hugging) --- *Data collected daily from the US App Store and indexed by [AppsHunter](https://appshunter.io/). User reviews are verbatim App Store reviews. Ratings, prices and chart positions refresh continuously; this snapshot is from 2026-08-24.*