{"id":23150670,"url":"https://github.com/dinithmaleesha/flutter-image-classification","last_synced_at":"2026-02-09T11:02:06.814Z","repository":{"id":268510897,"uuid":"903994581","full_name":"dinithmaleesha/flutter-image-classification","owner":"dinithmaleesha","description":"ClassiFy is a Flutter-based image classification app that uses machine learning to identify objects in images with confidence scores.","archived":false,"fork":false,"pushed_at":"2024-12-17T07:46:11.000Z","size":25722,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-02-10T00:38:09.590Z","etag":null,"topics":["ai","computer","flutter-image-classification","flutter-image-processing","image-classification","image-processing","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Dart","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dinithmaleesha.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-16T03:38:20.000Z","updated_at":"2024-12-26T07:17:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"67a176b3-e838-467d-b531-906369a82b4f","html_url":"https://github.com/dinithmaleesha/flutter-image-classification","commit_stats":null,"previous_names":["dinithmaleesha/flutter-image-classification"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dinithmaleesha%2Fflutter-image-classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dinithmaleesha%2Fflutter-image-classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dinithmaleesha%2Fflutter-image-classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dinithmaleesha%2Fflutter-image-classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dinithmaleesha","download_url":"https://codeload.github.com/dinithmaleesha/flutter-image-classification/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247198431,"owners_count":20900079,"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":["ai","computer","flutter-image-classification","flutter-image-processing","image-classification","image-processing","machine-learning"],"created_at":"2024-12-17T18:18:07.772Z","updated_at":"2026-02-09T11:02:03.531Z","avatar_url":"https://github.com/dinithmaleesha.png","language":"Dart","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ClassiFy 🔍\n\nClassiFy is a Flutter-based image classification app that uses machine learning to identify objects in images with confidence scores. This is a personal project I developed to bring an idea I had in mind for a few months to life.\n\n## Features 🌟\n\n- Classifies images using a TensorFlow Lite pre-trained MobileNet model.\n- Displays the top three predictions with confidence scores.\n- Simple and intuitive UI.\n- Provides details about the app functionality via an info icon.\n- Added some fake latency to enhance the user experience.\n\n## How It Works 🔬\n\n1. Pick an image from your device.\n2. The app processes the image using the MobileNet model.\n3. Get results showing the most probable classification along with confidence percentages.\n\n\u003cimg src=\"assets/app-screen.gif\" alt=\"App in Action\" width=\"200\" /\u003e\n\n## Technologies Used 🤖\n\n- **Flutter**: To build the app.\n- **TensorFlow Lite**: For on-device machine learning.\n\n## Model Details 🔸\n\nThe app uses the MobileNet v1 model:\n- Model: [MobileNet v1 1.0 224](https://github.com/emgucv/models/blob/master/mobilenet_v1_1.0_224_float_2017_11_08/mobilenet_v1_1.0_224.tflite)\n\n\u003e **Note:** I couldn't find the first source of the model. If I locate it, I will update this information.\n\n## Getting Started 🚀\n\n### Prerequisites\n\n- Flutter SDK installed on your machine.\n- An emulator or physical device to run the app.\n\n### Installation\n\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/dinithmaleesha/flutter-image-classification.git\n   cd flutter-image-classification\n   ```\n\n2. Install dependencies:\n   ```bash\n   flutter pub get\n   ```\n\n3. Run the app:\n   ```bash\n   flutter run\n   ```\n\n### Building the APK\n\nTo build the APK:\n```bash\nflutter build apk --release\n```\n\nThe generated APK will be available in the `build/app/outputs/flutter-apk/` directory.\n\n## Credits 🌟\n\n- **Model**: MobileNet v1 from TensorFlow Lite.\n- **Icons**: [Flaticon](https://www.flaticon.com).\n\n## Future Improvements 🚒\n\n- Enhance the UI with more interactive elements.\n- Add support for additional models and image processing features.\n- Improve result explanations for better user understanding.\n\n## Contributions 🤝\n\nContributions are welcome! Feel free to fork this repository, make changes, and submit a pull request.\n\n---\n\nDeveloped with ❤️ by Dinith Maleesha.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdinithmaleesha%2Fflutter-image-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdinithmaleesha%2Fflutter-image-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdinithmaleesha%2Fflutter-image-classification/lists"}