{"id":21189777,"url":"https://github.com/kanugurajesh/image-classification","last_synced_at":"2025-07-10T02:32:08.915Z","repository":{"id":203153338,"uuid":"708936393","full_name":"kanugurajesh/Image-Classification","owner":"kanugurajesh","description":"Mobile application to identity objects even in offline mode","archived":false,"fork":false,"pushed_at":"2023-12-03T06:10:02.000Z","size":3327,"stargazers_count":8,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-01-12T04:54:48.662Z","etag":null,"topics":["kotlin","machine-learning","tensorflow","tflite","xml"],"latest_commit_sha":null,"homepage":"","language":"Kotlin","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/kanugurajesh.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"contributing.md","funding":null,"license":"LICENSE.txt","code_of_conduct":"code_of_conduct.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2023-10-23T17:22:20.000Z","updated_at":"2024-01-08T07:24:47.000Z","dependencies_parsed_at":null,"dependency_job_id":"bfe996f3-62f0-43f7-86d3-fcd7fe0a8f7e","html_url":"https://github.com/kanugurajesh/Image-Classification","commit_stats":null,"previous_names":["rajesh604/image-classification","kanugurajesh/image-classification"],"tags_count":0,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kanugurajesh%2FImage-Classification","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kanugurajesh%2FImage-Classification/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kanugurajesh%2FImage-Classification/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kanugurajesh%2FImage-Classification/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kanugurajesh","download_url":"https://codeload.github.com/kanugurajesh/Image-Classification/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":225615282,"owners_count":17496941,"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":["kotlin","machine-learning","tensorflow","tflite","xml"],"created_at":"2024-11-20T18:53:56.161Z","updated_at":"2024-11-20T18:53:56.782Z","avatar_url":"https://github.com/kanugurajesh.png","language":"Kotlin","funding_links":["https://www.buymeacoffee.com/kanugurajen"],"categories":[],"sub_categories":[],"readme":"#### ✨ Star my repo if you like it\r\n \u003cbr\u003e\r\n \u003cbr\u003e\r\n \u003cdiv align=\"center\"\u003e\r\n  \u003cimg src=\"https://ik.imagekit.io/hbzknb1hm/vision.png?updatedAt=1698084347083\" alt=\"SnapScale Logo\" width=\"150\" height=\"150\"\u003e\r\n\u003c/div\u003e\r\n\u003cbr/\u003e\r\n\r\n# Smart Image Classifier: An Offline Mobile Solution\r\n\r\n## Problem Statement 🧐\r\n\r\nIn a world awash with images, the ability to recognize and understand the content within them is a challenge for many. While online solutions like Google Lens exist, they are often limited by the requirement for an internet connection 🌐. This leaves a gap for an intelligent offline image classification tool.\r\n\r\n## Solution 💡\r\n\r\nIntroducing the Smart Image Classifier 📱, a mobile application designed to empower users with the ability to effortlessly classify images without the need for an internet connection. This innovative solution harnesses the combined strength of TensorFlow Lite 🧠 and Android (Kotlin) 🤖, providing a user-friendly interface for image classification.\r\n\r\nWith the Smart Image Classifier, you can identify and categorize objects, scenes, and much more 🌟. Whether you're a curious explorer 🔍, a student conducting research 📚, or simply someone looking to understand their surroundings better, this tool allows you to do so with ease, anytime and anywhere 🌍.\r\n\r\nSay goodbye to the limitations of online-only solutions and embrace the power of offline image classification at your fingertips 📲. The Smart Image Classifier - your window to a smarter, more connected world 🌠.\r\n\r\n## ✨ Features\r\n\r\n- \u003cb\u003eOffline Image Classification\u003c/b\u003e 📴: No internet connection required, ensuring reliability even in remote areas.\r\n\r\n- \u003cb\u003eObject Recognition\u003c/b\u003e 🕵️‍♂️: Identifies and classifies various objects within images, aiding in tasks like inventory management 📦.\r\n\r\n- \u003cb\u003eScene Analysis\u003c/b\u003e 🌆: Recognizes and categorizes different scenes, from landscapes 🏞️ to bustling city streets 🏙️.\r\n\r\n- \u003cb\u003eUser-Friendly Interface\u003c/b\u003e 📲: Intuitive and user-friendly, accessible to a wide range of users.\r\n\r\n- \u003cb\u003eCross-Platform Compatibility\u003c/b\u003e 📱: Designed for Android (Kotlin) for use on a variety of Android devices.\r\n\r\n- \u003cb\u003eTensorFlow Lite Integration\u003c/b\u003e 🧠: Efficient image classification with TensorFlow Lite.\r\n\r\n- \u003cb\u003eReal-time Classification\u003c/b\u003e 📷: Instant results by pointing the camera at an object or scene.\r\n\r\n- \u003cb\u003eCustomizable Categories\u003c/b\u003e 🎨: Define and customize categories for classification.\r\n\r\n- \u003cb\u003eEducational Tool\u003c/b\u003e 📚: Valuable for students to learn about image recognition and AI.\r\n\r\n- \u003cb\u003eNo Subscription Required\u003c/b\u003e 💰: One-time purchase or free to use, no recurring fees.\r\n\r\n- \u003cb\u003ePrivacy-Focused\u003c/b\u003e 🔒: User data is private, and no online connectivity is required.\r\n\r\n- \u003cb\u003eContinuous Updates\u003c/b\u003e 🔄: Regular updates to improve image recognition capabilities.\r\n\r\n- \u003cb\u003eOffline Database\u003c/b\u003e 📂: Extensive offline image database for swift classification.\r\n\r\n- \u003cb\u003eShare and Save Results\u003c/b\u003e 💾: Easily save and share classification results with others.\r\n\r\n- \u003cb\u003eAccessible Anytime, Anywhere\u003c/b\u003e 🌍: Classify images in any location or situation.\r\n\r\n## Prerequisites\r\n\r\n```bash\r\n1. Android Studio\r\n```\r\n\r\n## Installation\r\n\r\n```bash\r\ngit clone git@github.com:kanugurajesh/Image-Classification.git\r\ncd Image-Classification\r\nOpen the project in android studio\r\nBuild the project\r\nRun the app\r\n```\r\n\r\n## Screenshots\r\n\r\n### App Icon\r\n\u003cimg src=\"https://ik.imagekit.io/hbzknb1hm/splash-image.jpg?updatedAt=1698084100882\" alt=\"App Icon\" width=300 height=500\u003e\r\n\r\n### App Inside\r\n\u003cimg src=\"https://ik.imagekit.io/hbzknb1hm/open-image.jpg?updatedAt=1698084100850\" alt=\"App Inside\" width=300 height=500\u003e\r\n\r\n## Demo\r\n\r\n![Image-classifier](https://github.com/kanugurajesh/Image-Classification/assets/77529419/f1d9e201-9401-4321-9285-f88dad413ae8)\r\n\r\n## Tech Stack\r\n\r\n- Kotlin\r\n- XML\r\n- Android Studio\r\n- Tensorflow\r\n- Tensorflow-lite\r\n\r\n## 🔗 Links\r\n[![portfolio](https://img.shields.io/badge/my_portfolio-000?style=for-the-badge\u0026logo=ko-fi\u0026logoColor=white)](https://rajeshportfolio.me/)\r\n[![linkedin](https://img.shields.io/badge/linkedin-0A66C2?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white)](https://www.linkedin.com/in/rajesh-kanugu-aba8a3254/)\r\n[![twitter](https://img.shields.io/badge/twitter-1DA1F2?style=for-the-badge\u0026logo=twitter\u0026logoColor=white)](https://twitter.com/exploringengin1)\r\n\r\n## Contributing\r\n\r\nI want to add more features and Contributions are always welcome!\r\n\r\nSee [contributing.md](https://github.com/kanugurajesh/Image-Classification/blob/main/contributing.md) for ways to get started.\r\n\r\nPlease adhere to this project's [code of conduct](https://github.com/kanugurajesh/Image-Classification/blob/main/code_of_conduct.md).\r\n\r\n## Authors\r\n\r\n- [@kanugurajesh](https://github.com/kanugurajesh)\r\n\r\n## Support\r\n\r\nFor support, you can buy me a coffee\r\n\r\n\u003ca href=\"https://www.buymeacoffee.com/kanugurajen\" target=\"_blank\"\u003e\u003cimg src=\"https://cdn.buymeacoffee.com/buttons/default-orange.png\" alt=\"Buy Me A Coffee\" height=\"41\" width=\"174\"\u003e\u003c/a\u003e\r\n\r\n[![MIT License](https://img.shields.io/badge/License-MIT-green.svg)](https://github.com/kanugurajesh/Image-Classification/blob/main/LICENSE.txt)\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkanugurajesh%2Fimage-classification","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkanugurajesh%2Fimage-classification","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkanugurajesh%2Fimage-classification/lists"}