{"slug": "deforestation-identification-tool-developed-using-ai-agent", "title": "Deforestation Identification Tool Developed using AI Agent", "summary": "A developer built a deforestation identification tool using AI agents, creating an application that downloads satellite images, generates NDVI, and identifies potentially deforested locations. The project aimed to evaluate AI agents' capabilities in developing a production-ready application with human instructions. The tool is hosted on Hugging Face Spaces.", "body_md": "*This is a submission for Weekend Challenge: Passion Edition*\n\nThe project is an east-to-use application which helps user to identify deforestation in areas of interest. From the users selected area of interest, application downloads\n\nthe satellite images, generates ndvi(Normalized Difference Vegetation Index), and identifies potentially deforested locations based on calculated vegetation indices.\n\nMy goal was to evaluate the capabilities of AI agents in developing a complete application, production-ready with instructions provided by human. The project also explores the\n\ntime required to build such an application with AI-assisted software.\n\n[https://huggingface.co/spaces/sgharti/crop-health](https://huggingface.co/spaces/sgharti/crop-health)\n\n[https://huggingface.co/spaces/sgharti/crop-health/tree/main](https://huggingface.co/spaces/sgharti/crop-health/tree/main)\n\nI developed a plan for core software architecture and directed the entire application workflow including the following:\n\nI decided to use Google AI (Antigravity with gemini) to build this application.\n\nI am applying for the **Google AI (Gemini, Antigravity)** and **Snowflake** tracks.\n\nTeam Submissions:\n\nShashi Gharti [@shashigharti](https://dev.to/shashigharti)", "url": "https://wpnews.pro/news/deforestation-identification-tool-developed-using-ai-agent", "canonical_source": "https://dev.to/shashigharti/deforestation-identification-tool-developed-using-ai-agent-2bc0", "published_at": "2026-07-13 06:56:17+00:00", "updated_at": "2026-07-13 07:17:09.625784+00:00", "lang": "en", "topics": ["artificial-intelligence", "computer-vision", "ai-agents", "developer-tools"], "entities": ["Shashi Gharti", "Google AI", "Gemini", "Antigravity", "Snowflake", "Hugging Face"], "alternates": {"html": "https://wpnews.pro/news/deforestation-identification-tool-developed-using-ai-agent", "markdown": "https://wpnews.pro/news/deforestation-identification-tool-developed-using-ai-agent.md", "text": "https://wpnews.pro/news/deforestation-identification-tool-developed-using-ai-agent.txt", "jsonld": "https://wpnews.pro/news/deforestation-identification-tool-developed-using-ai-agent.jsonld"}}