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title: README
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LiveCompose

构妙 LiveCompose — AI-Powered On-Device Composition Assistant

LiveCompose explores intelligent image composition, outpainting, and automatic cropping for mobile deployment.

LiveCompose is an AI-powered intelligent composition assistant that helps everyday users capture professionally-composed photos. Using reinforcement learning with aesthetic scoring, the system analyzes the viewfinder in real-time and actively guides users to the optimal composition — going far beyond traditional static grid lines.

What We Build

We develop and host the AI models, training datasets, and evaluation benchmarks behind the LiveCompose intelligent photography system.

AdaCrop uses a two-stage cropping pipeline: a BBox head predicts an initial crop region, then an Actor policy refines the crop through sequential actions such as move, zoom, and stop.

What We Hosts

Spaces: the AdaCrop image cropping demo.
Models: original AdaCrop PyTorch checkpoints, distilled MobileNetV3 student models, and Core ML exports for iOS.
Datasets: outpainted image data with crop bounding boxes for training.

LiveCompose — making every snapshot a masterpiece.