FADA Mobile v1.0.0 - Android APK

FADA Mobile Application v1.0.0

Android application for offline fetal ultrasound analysis using the FADA-SKD 0.8B model via llama.cpp with GGUF quantization.

Features

• Fully offline inference - no cloud connectivity required after initial model download
• Chat mode - interactive interpretation, detection, and segmentation (~40s per task)
• Autonomous pipeline - full 5-phase analysis in ~59 seconds
• Detection overlay - real-time bounding box visualization on ultrasound images
• Reference atlas - built-in anatomical reference for 14 planes and 33 structures

Requirements

• Android 10+ (API 29+)
• 12 GB RAM recommended (8 GB minimum)
• ~712 MB storage for model files (downloaded on first launch)
• ARM64 processor (Snapdragon, Dimensity, Exynos, etc.)

Tested Hardware

• Honor 90 (Snapdragon 7 Gen 1, 12 GB RAM, Android 15)

Model

• FADA-SKD 0.8B (Q4_K_M quantization)
• Text model: 516 MB (fada-skd-0.8b-Q4_K_M.gguf)
• Vision encoder: 195 MB (fada-skd-0.8b-mmproj-f16.gguf)
• Downloaded automatically from HuggingFace on first launch

Installation

1. Download FADA-v1.0.0.apk from assets below
2. Enable "Install from unknown sources" in Android settings
3. Install the APK
4. Launch the app and wait for model download (WiFi recommended)