Dental Vision AI: Full Kotlin Multiplatform Architecture (Android, Desktop, Web) - Gemini & YOLOv12 скачать в хорошем качестве

Dental Vision AI: Full Kotlin Multiplatform Architecture (Android, Desktop, Web) - Gemini & YOLOv12

Dental Vision AI is a comprehensive diagnostic ecosystem built 100% with Kotlin Multiplatform (KMP), demonstrating the true power of code sharing across Android, Desktop, and Web (Wasm). This project integrates advanced Generative AI (Google Gemini) and the state-of-the-art Computer Vision model YOLOv12 to assist dental professionals in detecting cavities and generating clinical reports with zero-latency synchronization. 🔗 GitHub Repository & Installation Guide: https://github.com/DavidHospinal/Fron... 🛠️ Key Technical Highlights: 100% Kotlin Multiplatform: Shared business logic (over 90%) across Android, Desktop, and Web. Compose Multiplatform: Adaptive UI that provides a native experience on all targets. AI Integration: Computer Vision: YOLOv12 (hosted on Hugging Face) for next-gen real-time tooth and cavity detection. Generative AI: Google Gemini API for generating detailed clinical diagnoses and treatment recommendations. Backend & Cloud: Python (FastAPI) backend orchestrating logic with a lightweight database on Render for seamless data persistence. ⏱️ Video Timeline (Jump to Platform Demos): 00:00 - Introduction & Project Architecture 01:23 - Architecture Overview (Frontend, Backend, AI Core) 02:15 - Desktop Demo: Dashboard, Patient Management & AI Analysis 06:50 - Web (Wasm) Demo: Real-time Sync & Diagnosis 12:56 - Generative AI Reporting (Gemini Integration) 21:35 - Android Demo: Mobile Experience & Camera Integration 25:40 - Conclusion & Why Kotlin Multiplatform? 👨‍💻 Developed by: Oscar David Hospinal Master's Student in IT & Management, Pontifical Catholic University of Chile #KotlinMultiplatform #KMP #ComposeMultiplatform #Android #WebAssembly #AI #Gemini #YOLOv12 #DentalAI #KotlinContest