QueenMary100/Mazingira_Guard-AI

Mazingira_Guard AI : is a next-generation, autonomous surveillance and conservation platform designed to protect Kenya's "Water Towers" and critical biodiversity hotspots. By combining multimodal satellite/drone imagery analysis with persistent marathon reasoning, it empowers wildlife rangers to combat illegal logging, poaching, and environmental d # 🌿 MazingiraGuard AI: Autonomous Environmental Intelligence **MazingiraGuard AI** is a next-generation, autonomous surveillance and conservation platform designed to protect Kenya's "Water Towers" and critical biodiversity hotspots. By combining multimodal satellite/drone imagery analysis with persistent marathon reasoning, it empowers wildlife rangers to combat illegal logging, poaching, and environmental degradation in real-time. --- ## 🚀 Core Mission Kenya's natural heritage is under constant threat from silent, incremental environmental crimes. MazingiraGuard AI serves as a persistent, 24/7 autonomous guard, bridging the gap between high-altitude telemetry and actionable ground-truth intelligence. ## 🧠 Technical Mental Model: "Marathon Agent" Unlike traditional AI models that treat every query as an isolated event, MazingiraGuard AI utilizes a **Marathon Agent** architecture: - **Thought Signatures:** Maintains persistent memory of regional telemetry to track temporal changes (e.g., the slow expansion of an illegal charcoal kiln). - **Temporal Variance:** Uses persistent reasoning to distinguish between natural seasonal shifts and anthropogenic encroachment. - **Grounded Cognition:** Every detection is cross-verified via **Google Search Grounding** to ensure alerts are contextualized with local laws, environmental news, and protected status. ## ✨ Key Features - **🛰️ Satellite Monitoring:** Ingests multispectral imagery for real-time sector analysis and change detection. - **📂 Incident Registry:** A robust terminal for rangers to manage, verify, and export environmental crime reports. - **🗺️ Interactive GIS:** Embedded satellite mapping to visualize precise detection coordinates. - **🎙️ Accessible HQ Terminal:** A multimodal chatbot for field use featuring: - **Speech-to-Text (STT):** Hands-free query input for rangers in the field. - **Text-to-Speech (TTS):** Professional audio explanations via Gemini 2.5 Flash TTS. - **Video Simulations:** Cinematic 4K vi …