Zero-disk in-memory RAW pre-filtering for up to 500 frames paired with synchronous Gemini 3.5 Flash multimodal ranking. Cull heavy RAW shoots in seconds with full transparency and trust.
Decodes 2048px bitmaps directly in RAM. Apple Silicon parallel passes calculate Laplacian sharpness variance, exposure dynamic range, and Eye Aspect Ratio without writing intermediate files to disk.
Surviving contenders are sent in a single bounded multimodal call to Google Cloud Vertex AI (Gemini 3.5 Flash) with custom style weight sliders and natural language guidance.
Contender proxies are automatically wiped from cloud memory immediately after inference. AI rationales explain exactly why each frame was shortlisted.