GABUNGIN YOLOv8 + GIS: DETEKSI OBJEK CITRA SATELIT SAMPAI DAPAT GEOJSON!
📌 IDENTITAS MAHASISWA: • Nama: Samuel E. Heydemans • NIM: 41524110046 • Dosen Pengampu: Dwi Anindyani R, ST. MT • Kampus: Universitas Mercu Buana Selamat datang di video demonstrasi proyek Kecerdasan Buatan (AI) mengenai implementasi Object Detection pada Data Geospasial menggunakan framework YOLOv8 dan Sistem Informasi Geografis (GIS). 💡 APA YANG DIBAHAS DI VIDEO INI? 1. Konsep Data Geospasial (Raster vs Vektor) dan Pipeline ML (Garbage In, Garbage Out). 2. Arsitektur YOLOv8 (Ultralytics) untuk deteksi objek real-time. 3. Integrasi Bounding Box hasil deteksi gambar ke koordinat Bumi asli (Lon/Lat). 4. Demo Code (detect_geo.py) menggunakan GeoPandas & Rasterio. 5. Analisis hasil visual dan ekspor data ke format GeoJSON untuk QGIS. 🛠️ TECH STACK: • Python (Ultralytics YOLOv8, GeoPandas, Rasterio, OpenCV, Shapely) • QGIS / Google Earth Engine (untuk visualisasi peta) Jangan lupa untuk like, comment, dan subscribe jika video ini bermanfaat bagi riset atau tugas kuliah kalian! 🚀 #MachineLearning #GeospatialAI #YOLOv8 #GIS #ComputerVision #UniversitasMercuBuana #TugasKuliah

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