{"id":19227870,"url":"https://github.com/akimach/gestureai-coreml-ios","last_synced_at":"2025-08-22T05:31:55.644Z","repository":{"id":50395511,"uuid":"104959663","full_name":"akimach/GestureAI-CoreML-iOS","owner":"akimach","description":"Hand-gesture recognition on iOS app using CoreML","archived":false,"fork":false,"pushed_at":"2023-02-26T17:56:03.000Z","size":4946,"stargazers_count":156,"open_issues_count":1,"forks_count":23,"subscribers_count":6,"default_branch":"master","last_synced_at":"2024-12-12T01:30:53.214Z","etag":null,"topics":["coreml","coremltools","deep-learning","deep-neural-networks","demo","ios","ios11","keras","machine-learning","rnn","swift"],"latest_commit_sha":null,"homepage":"","language":"Swift","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/akimach.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2017-09-27T02:04:06.000Z","updated_at":"2024-10-12T12:24:39.000Z","dependencies_parsed_at":"2024-01-16T15:40:39.488Z","dependency_job_id":"f3c2f716-5607-4eed-bd63-16c6dab3e283","html_url":"https://github.com/akimach/GestureAI-CoreML-iOS","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akimach%2FGestureAI-CoreML-iOS","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akimach%2FGestureAI-CoreML-iOS/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akimach%2FGestureAI-CoreML-iOS/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akimach%2FGestureAI-CoreML-iOS/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/akimach","download_url":"https://codeload.github.com/akimach/GestureAI-CoreML-iOS/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230561013,"owners_count":18245324,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["coreml","coremltools","deep-learning","deep-neural-networks","demo","ios","ios11","keras","machine-learning","rnn","swift"],"created_at":"2024-11-09T15:25:40.662Z","updated_at":"2024-12-20T09:07:08.302Z","avatar_url":"https://github.com/akimach.png","language":"Swift","funding_links":[],"categories":[],"sub_categories":[],"readme":"# GestureAI-CoreML-iOS\n\n[![MIT License](http://img.shields.io/badge/license-MIT-blue.svg?style=flat)](LICENSE) ![](https://img.shields.io/badge/platform-iOS-red.svg) ![](https://img.shields.io/badge/language-Swift%204.x-orange.svg) \n\nHand-gesture recognizer using CoreML\n\n## Demo\n\n![demo](images/demo.gif)\n\n## Screenshots\n\n![screenshot-01](images/screenshot-01.jpg) ![screenshot-02](images/screenshot-02.jpg) ![screenshot-03](images/screenshot-03.jpg)\n\nThis app is using RNN(Recurrent Neural network) with CoreML on iOS11. The model recognizes the gesture as long as the center button is pressed.\n\nClick [here](https://github.com/akimach/GestureAI) to read more about GestureAI.\n\n## Install\n\n1. Clone this repository.\n2. Download `GestureAI.mlmodel` (Trained RNN model) from [here](https://goo.gl/avdMjD).\n3. Open `GestureAI.xcodeproj`\n4. Drag and drop `GestureAI.mlmodel` to Xcode.\n5. Add `GestureAI.mlmodel` into **Compile Sources** in Build Phases.\n6. Build and run.\n\n# Guide To CoreML Models\n\nSee [likedan/Awesome-CoreML-Models](https://github.com/likedan/Awesome-CoreML-Models).\n\n## Licence\n\n[MIT](https://github.com/akimach/GestureAI-iOS/blob/master/LICENSE)\n\n## Author\n\n[Akimasa KIMURA](https://github.com/akimach)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakimach%2Fgestureai-coreml-ios","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakimach%2Fgestureai-coreml-ios","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakimach%2Fgestureai-coreml-ios/lists"}