{"id":25741252,"url":"https://github.com/sanjay-ar/incois_aaides-project","last_synced_at":"2026-05-01T12:33:08.673Z","repository":{"id":259368925,"uuid":"877691544","full_name":"sanjay-ar/INCOIS_AAIDeS-Project","owner":"sanjay-ar","description":"INCOIS_AAIDeS (Automated Animal Identification and Detection of Species) is a finalist-level government-backed project developed in collaboration with INCOIS – Indian National Centre for Ocean Information Services, Hyderabad. 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This innovative system aims to:\n\n- Optimize fishing efficiency.\n- Promote sustainability in marine ecosystems.\n- Provide actionable insights to fishermen for better decision-making.\n\n  \u003cimg width=\"943\" alt=\"image\" src=\"32.gif\"\u003e\n\n## Features\n\n- **Deep Learning Model:** Analyzes fish species and behaviors using real-time data.\n- **Automation:** Reduces manual labor and errors in fish identification.\n- **Sustainability:** Ensures responsible fishing practices by monitoring fish populations.\n\n## File Structure\n\n### `fish.py`\n\nThis is the core script for the **AAIDeS** project. It includes:\n\n- **Model Implementation:** Deep learning algorithms for detecting and identifying fish species.\n- **Data Processing:** Functions for preprocessing inputs (images/videos).\n- **Prediction Pipeline:** Generates insights based on netted fish behavior.\n\n## Prerequisites\n\n- **Programming Language:** Python 3.7+\n- **Libraries:**\n  - TensorFlow\n  - OpenCV\n  - NumPy\n  - Matplotlib\n  - Pandas\n\n## Installation\n\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/your-repo/INCOIS_AAIDeS.git\n   ```\n2. Navigate to the project directory:\n   ```bash\n   cd INCOIS_AAIDeS\n   ```\n3. Install dependencies:\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n## Usage\n\n1. Run the script to process sample data:\n   ```bash\n   python fish.py\n   ```\n2. Upload fish images or videos to analyze their behavior and species.\n\n## Contributing\n\nWe welcome contributions to enhance the AAIDeS project. Please follow these steps:\n\n1. Fork the repository.\n2. Create a new branch (`feature/your-feature-name`).\n3. Commit your changes.\n4. Submit a pull request.\n\n---\n\n### 🚀 Maintained by [Sanjay A R](https://github.com/sanjay-ar)\n\n[![Portfolio](https://img.shields.io/badge/Portfolio-Visit-blue?style=flat-square\u0026logo=vercel)](https://portfolio-ar.vercel.app/)  \n[![LinkedIn](https://img.shields.io/badge/LinkedIn-Sanjay%20A%20R-blue?style=flat-square\u0026logo=linkedin)](https://www.linkedin.com/in/sanjay-ar/)  \n[![GitHub](https://img.shields.io/badge/GitHub-sanjay--ar-black?style=flat-square\u0026logo=github)](https://github.com/sanjay-ar)\n\n\u003e 💡 *Like this project? Leave a ⭐ and connect with me!*\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsanjay-ar%2Fincois_aaides-project","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsanjay-ar%2Fincois_aaides-project","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsanjay-ar%2Fincois_aaides-project/lists"}