DaTaobao Tech
Dec 4, 2023 · Artificial Intelligence
AIGC Poster Generation Project: Methods and Optimizations
The AIGC Poster Generation Project employs Stable Diffusion enhanced with VAE, ControlNet, LoRA and other extensions to create product posters in four visual styles, exploring outpainting, inpainting, reference‑based diffusion and DreamBooth prototypes, and optimizes detail preservation, super‑resolution text, and masking to achieve over 90% detail fidelity, 95% success rate, and 3–5 second inference per image.
AIGCControlNetPoster Design
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