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README.md
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- droneimagery
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- waste-detection
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- droneimagery
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- waste-detection
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---
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<h1 align="center">
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<small>Initial models for the</small>
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<br/>
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Illegal Dump Site Detection and Landfill Monitoring
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<br />
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<small> Open-Source Web Application</small>
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</h1>
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## 🌐 Overview
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Utilizing high-resolution drone and satellite imagery for sophisticated image annotation,
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training and usage of object detection models,
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combined with geospatial analysis, our system offers robust tools to identify illegal dump sites and effectively manage regulated landfills
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in order to enhance waste management and environmental monitoring.
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### Key Features
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- #### Dataset Management
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- Manage extensive datasets of drone and satellite images with tools for uploading, categorizing, and maintaining image data.
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- Features include tagging, filtering, and robust data integrity checks to ensure dataset accuracy and usability for environmental monitoring tasks.
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- #### Image Annotation
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- Annotate high-resolution drone and satellite imagery to help train object detection models specifically designed for precise waste detection.
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- #### Object Detection Model Training
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- Train sophisticated models with diverse image datasets from drone and satellite sources to enhance detection accuracy across varied environmental conditions.
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- #### Detection and Monitoring
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- Deploy models, both pre-trained and newly trained, to detect waste sites from aerial perspectives.
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- Results are displayed on a georeferenced map, providing a clear and actionable visual representation.
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- #### Landfill Management
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- Advanced tools for managing legal landfills include the submission of waste forms, types, trucks, reports ...
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- Integration of _3D point cloud_ scans derived from drone technology for detailed, real-time monitoring.
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This repository aims to equip researchers, environmental agencies, and policymakers with the tools needed to monitor and respond to environmental challenges efficiently.
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Join us in leveraging these capabilities to maintain ecological integrity and promote sustainable practices in waste management.
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Our complete [Project Charter](https://intelligentnetworksolutions.github.io/IllegalDumpSiteDetectionAndLandfillMonitoring/about/project-charter.html).
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## 👏 Acknowledgments
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- Sponsor
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- **UNICEF Venture Fund**
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- _We would like to express our profound gratitude to our sponsor, the UNICEF Venture Fund, for their generous support of our project.
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Their commitment to fostering innovation and their sponsorship of similar projects that utilize frontier technology is truly commendable and instrumental in driving positive change._
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- _Each team member has played a pivotal role in bringing this project to fruition, and we are immensely thankful for their hard work and dedication._
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- Shoutout
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- [**MMDetection**](https://github.com/open-mmlab/mmdetection)
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