{"id":22847614,"url":"https://github.com/row-huh/malamaai","last_synced_at":"2026-02-20T18:05:26.575Z","repository":{"id":266192106,"uuid":"896764504","full_name":"row-huh/MalamaAI","owner":"row-huh","description":"MalamaAI detects skin diseases using ml model based off of dinov2 deployed on a webapp built with Next.js and Flask, it also uses Llama 3.370b model for accurate 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returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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","dinov2","flask","llama3","ml","nextjs"],"created_at":"2024-12-13T04:08:35.426Z","updated_at":"2026-02-20T18:05:21.566Z","avatar_url":"https://github.com/row-huh.png","language":"TypeScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# MalamaAI Team\n\u003chr/\u003e\n\u003ctable\u003e\n    \u003ctbody\u003e\n        \u003ctr\u003e\n            \u003ctd align=\"center\"\u003e\n                \u003ca href=\"https://github.com/HassanMehmood413\"\u003e\n                    \u003cimg src=\"https://avatars.githubusercontent.com/u/170643017?s=400\u0026u=3b631b0e7ee1d167615824d1037ec0de89d89d3b\u0026v=4\" width=\"100px;\" alt=\"Hassan Mehmood\"/\u003e\n                    \u003cbr /\u003e\n                    \u003csub\u003e\u003cb\u003eHassan Mehmood\u003c/b\u003e\u003c/sub\u003e\n                \u003c/a\u003e \n            \u003c/td\u003e\n          \u003ctd align=\"center\"\u003e\n                \u003ca href=\"https://github.com/row-huh\"\u003e\n                    \u003cimg src=\"https://avatars.githubusercontent.com/u/74301640?v=4\" width=\"100px;\" alt=\"Roha Pathan\"/\u003e\n                    \u003cbr /\u003e\n                    \u003csub\u003e\u003cb\u003eRoha Pathan\u003c/b\u003e\u003c/sub\u003e\n                \u003c/a\u003e \n            \u003c/td\u003e\n            \u003ctd align=\"center\"\u003e\n                \u003ca href=\"https://github.com/Labiokor\"\u003e\n                    \u003cimg src=\"https://avatars.githubusercontent.com/u/122874512?v=4\" width=\"100px;\" alt=\"Joy Chris-Odai Nkor\"/\u003e\n                    \u003cbr /\u003e\n                    \u003csub\u003e\u003cb\u003eJoy Chris-Odai Nkor\u003c/b\u003e\u003c/sub\u003e\n                \u003c/a\u003e \n            \u003c/td\u003e\n            \u003ctd align=\"center\"\u003e\n                \u003ca href=\"\"\u003e\n                    \u003cimg src=\"\" width=\"100px;\" alt=\"Okey Amy\"/\u003e\n                    \u003cbr /\u003e\n                    \u003csub\u003e\u003cb\u003eOkey Amy\u003c/b\u003e\u003c/sub\u003e\n                \u003c/a\u003e \n            \u003c/td\u003e\n        \u003c/tr\u003e \n\u003c/tbody\u003e\n\u003ctable\u003e\n\u003chr/\u003e\n\n# MalamaAI\n\nMalamaAI is a machine learning-powered application designed to recognize various skin diseases using advanced AI models. The name \"Malama\" is a Hawaiian word that means 'to care for,' reflecting the project's mission to provide care through technology. This project employs the LLM 3.370b model, built on top of a fine-tuned version of Dinov2, enhancing its accuracy and reliability in disease recognition.\n\n## Features\n\n- **Interactive Frontend:** Built with **Next.js** for speed and interactivity.\n- **Scalable Backend:** Powered by **Flask**, supporting RESTful API integration.\n- **Enhanced Model:** Utilizes LLM 3.370b on top of a fine-tuned version of Dinov2 for improved accuracy.\n\n## Project Structure\n\n```plaintext\nMalamaAI/\n│\n├── Frontend/              # Contains the Next.js frontend\n│   ├── app/               # Next.js application\n│   ├── components/        # Reusable components\n│   ├── svgs/              # SVG assets\n│   ├── .gitignore         # Git ignored files\n│   ├── next.config.mjs    # Next.js configuration\n│   ├── package-lock.json   # Locked versions of dependencies\n│   ├── package.json       # Frontend dependencies and scripts\n│   ├── postcss.config.mjs # PostCSS configuration\n│   ├── README.md          # Frontend documentation\n│   ├── tailwind.config.ts  # Tailwind CSS configuration\n│   └── tsconfig.json      # TypeScript configuration\n│\n├── webapp/                # Flask backend application\n│   ├── __pycache__/       # Compiled Python files\n│   ├── static/            # Static files for Flask\n│   ├── templates/         # HTML templates for rendering\n│   ├── app.py             # Main API logic\n│   ├── model.py           # Model definition and training logic\n│   ├── .gitignore         # Git ignored files\n│   ├── MalamaAi.pptx      # Presentation (overview of the project)\n│   ├── README.md          # Backend documentation\n│   └── requirements.txt   # Backend dependencies\n```\n\n## Getting Started\n\n### Prerequisites\n\n- **Node.js** (for frontend development)\n- **Python 3.8+** (for backend)\n- **pip** (to install Python dependencies)\n\n### Installation\n\n1. **Clone the repository:**\n   ```bash\n   git clone https://github.com/row-huh/MalamaAI.git\n   cd MalamaAI\n   ```\n\n2. **Set up the backend:**\n   ```bash\n   cd webapp\n   pip install -r requirements.txt\n   ```\n\n3. **Set up the frontend:**\n   ```bash\n   cd ../Frontend\n   npm install\n   ```\n\n4. **Run the application:**\n   - **Backend:** Start the Flask server:\n     ```bash\n     python app.py\n     ```\n   - **Frontend:** Start the Next.js server:\n     ```bash\n     npm run dev\n     ```\n\n5. Open the application in your browser at `http://localhost:3000`.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frow-huh%2Fmalamaai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frow-huh%2Fmalamaai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frow-huh%2Fmalamaai/lists"}