{"id":29618834,"url":"https://github.com/mohammadumar5/spectron","last_synced_at":"2025-07-21T03:01:41.518Z","repository":{"id":303953967,"uuid":"1016900844","full_name":"MohammadUmar5/Spectron","owner":"MohammadUmar5","description":null,"archived":false,"fork":false,"pushed_at":"2025-07-18T14:37:48.000Z","size":1697,"stargazers_count":1,"open_issues_count":0,"forks_count":2,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-18T19:01:12.598Z","etag":null,"topics":["app","electron","fastapi","firebase","opencv","python3","react","remote-sensing","satellite-imagery","sentinel","typescript"],"latest_commit_sha":null,"homepage":"https://spectron-ai.vercel.app/","language":"Python","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/MohammadUmar5.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,"zenodo":null}},"created_at":"2025-07-09T17:45:43.000Z","updated_at":"2025-07-18T14:37:51.000Z","dependencies_parsed_at":"2025-07-10T18:07:47.658Z","dependency_job_id":null,"html_url":"https://github.com/MohammadUmar5/Spectron","commit_stats":null,"previous_names":["mohammadumar5/spectron"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/MohammadUmar5/Spectron","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammadUmar5%2FSpectron","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammadUmar5%2FSpectron/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammadUmar5%2FSpectron/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammadUmar5%2FSpectron/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MohammadUmar5","download_url":"https://codeload.github.com/MohammadUmar5/Spectron/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammadUmar5%2FSpectron/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":266231762,"owners_count":23896472,"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":["app","electron","fastapi","firebase","opencv","python3","react","remote-sensing","satellite-imagery","sentinel","typescript"],"created_at":"2025-07-21T03:00:34.320Z","updated_at":"2025-07-21T03:01:41.486Z","avatar_url":"https://github.com/MohammadUmar5.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🌍 Spectron\n\n**Spectron** is an offline, self-contained desktop application for detecting land cover and vegetation changes using multi-temporal LISS-4 and Sentinel imagery. Designed for simplicity and accuracy, Spectron enables users to select an Area of Interest and dates, then automatically processes satellite data to generate intelligible, false-alarm–resistant change maps.\n\n\n## 👥 Team Members\n\n| Name        | GitHub Profile                                   |\n| --------------- | ------------------------------------------------ |\n| Mohd Umar Warsi  (Lead) | [Link](https://github.com/MohammadUmar5)    |\n| Mohd Aqdas Asim      | [Link](https://github.com/MohdAqdasAsim)    |\n| Sameer                | [Link](https://github.com/SameerKhan9412)    |\n| Saurav Singh      | [Link](https://github.com/South-IN)    |\n\n\n## 🛠️ Tech Stack\n\n**Frontend**\n* React\n* Tailwind CSS\n* TypeScript\n* Leaflet.js\n\n**Backend**\n* Python\n* FastAPI\n* NumPy\n* Rasterio\n* GDAL\n* OpenCV\n* SQLite\n\n## 🚀 Features\n\n* 🗺️ **AOI Selection**\n  Draw or select your Area of Interest directly on the map.\n\n* 🗓️ **Date-Based Comparison**\n  Compare multi-temporal imagery to detect environmental change.\n\n* 📡 **Automated Satellite Image Retrieval**\n  Retrieves relevant imagery (LISS-4/Sentinel) based on user input.\n\n* 🚨 **Smart Alerts**\n  Get notified of significant vegetation or land cover changes.\n\n* 🍃 **Change Detection**\n  Uses NDVI and spectral band differencing for reliable results.\n\n* 📊 **Summarized Reports**\n  Generate statistics, summaries, and visual reports of change.\n\n\n## 📦 Getting Started\n\n1. **Clone the Repository**\n\n   ```bash\n   git clone https://github.com/MohdAqdasAsim/Spectron\n   cd Spectron\n   ```\n\n2. **Setup Backend**\n\n   ```bash\n   cd backend\n   python -m venv .venv\n   source .venv/bin/activate  # or .venv\\\\Scripts\\\\activate on Windows\n   pip install -r requirements.txt\n   python3 main.py\n   ```\n\n3. **Setup Frontend**\n   ```bash\n   cd frontend\n   npm install\n   npm run dev\n   ```\n\n## 📌 License\n\nThis project is for academic and research purposes only. For licensing or deployment inquiries, please contact the authors.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohammadumar5%2Fspectron","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmohammadumar5%2Fspectron","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohammadumar5%2Fspectron/lists"}