{"id":29182665,"url":"https://github.com/akshint0407/neuroscan-ai","last_synced_at":"2026-04-20T09:33:25.631Z","repository":{"id":290331082,"uuid":"974064425","full_name":"Akshint0407/NeuroScan-AI","owner":"Akshint0407","description":"A deep learning-powered diagnostic tool that analyzes MRI scans to detect potential brain tumors using convolutional neural networks (CNNs).","archived":false,"fork":false,"pushed_at":"2025-05-12T06:50:51.000Z","size":61,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-01T20:51:19.456Z","etag":null,"topics":["ann","cnn-model","python","streamlit"],"latest_commit_sha":null,"homepage":"https://neuroscanai-braintumordetectionfrommriscans.streamlit.app/","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Akshint0407.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,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-04-28T07:49:28.000Z","updated_at":"2025-05-12T06:50:54.000Z","dependencies_parsed_at":"2025-04-28T09:30:14.975Z","dependency_job_id":"a289fec6-c43f-45c7-b571-a3585bda7623","html_url":"https://github.com/Akshint0407/NeuroScan-AI","commit_stats":null,"previous_names":["akshint0407/neuroscan-ai"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Akshint0407/NeuroScan-AI","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akshint0407%2FNeuroScan-AI","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akshint0407%2FNeuroScan-AI/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akshint0407%2FNeuroScan-AI/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akshint0407%2FNeuroScan-AI/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Akshint0407","download_url":"https://codeload.github.com/Akshint0407/NeuroScan-AI/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Akshint0407%2FNeuroScan-AI/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32041460,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-20T00:18:06.643Z","status":"online","status_checked_at":"2026-04-20T02:00:06.527Z","response_time":94,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":["ann","cnn-model","python","streamlit"],"created_at":"2025-07-01T20:30:31.669Z","updated_at":"2026-04-20T09:33:25.595Z","avatar_url":"https://github.com/Akshint0407.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🧠 NeuroScan AI - Brain Tumor Detection from MRI Scans\n\n![Streamlit App](https://img.shields.io/badge/Streamlit-FF4B4B?style=for-the-badge\u0026logo=Streamlit\u0026logoColor=white)\n![TensorFlow](https://img.shields.io/badge/TensorFlow-FF6F00?style=for-the-badge\u0026logo=tensorflow\u0026logoColor=white)\n![Python](https://img.shields.io/badge/Python-3776AB?style=for-the-badge\u0026logo=python\u0026logoColor=white)\n\nA deep learning-powered diagnostic tool that analyzes MRI scans to detect potential brain tumors using convolutional neural networks (CNNs).\n\n## ✨ Features\n\n- 🖼️ Upload MRI scans in common image formats (JPG, PNG, JPEG)\n- 🔍 AI-powered tumor detection with confidence percentage\n- 📊 Visual results with color-coded diagnosis\n- 📝 Detailed recommendations based on findings\n- 📱 Responsive design works on desktop and mobile\n\n## 🛠️ Installation\n\n1. Clone the repository:\n```bash\n  https://github.com/Akshint0407/NeuroScan-AI.git\n```\n```\n  cd NeuroScan-AI\n```\n2. Install dependencies:\n\n```bash\npip install -r requirements.txt\n```\n3. Run the Streamlit app:\n\n```bash\nstreamlit run app.py\n```\n\n## 🧩 Project Structure\n\n| File/Folder               | Description                          |\n|---------------------------|--------------------------------------|\n| `app.py`                  | Streamlit application main file      |\n| `style.css`               | Custom styling for the web app       |\n| `brain_tumor_model.keras` | Trained CNN model for tumor detection|\n| `requirements.txt`        | Python dependencies list             |\n| `README.md`               | Project documentation                |\n\n## 📂 Dataset\nThe model was trained on the following datasets:\n\n- Brain Tumor MRI Dataset from kaggle\n\n## 🏗️ Model Architecture\nThe CNN model consists of:\n\n- 4 Convolutional layers with ReLU activation\n\n- MaxPooling layers for dimensionality reduction\n\n- Dropout layers for regularization\n\n- Dense layers for classification\n\n- Achieved 92.68% validation accuracy on test data.\n\n## 👨‍💻 Developers\n- Akshint\n- Dhruv\n\n## 📜 License\nThis project is licensed under the Apache License - see the [LICENSE](LICENSE) file for details.\n\n## 🤝 Contributing\nContributions are welcome! Please open an issue or submit a pull request.\n\n***Disclaimer: This tool is for educational and research purposes only. Always consult a medical professional for clinical diagnosis.***\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakshint0407%2Fneuroscan-ai","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakshint0407%2Fneuroscan-ai","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakshint0407%2Fneuroscan-ai/lists"}