alen-smajic/Stable-Diffusion-Latent-Space-Explorer
Codebase for performing various experiments with Stable Diffusion, supported by the diffusers library.
Enables interactive exploration of Stable Diffusion's latent space through six structured experiments—including random walks, interpolation, and evolutionary search—with YAML-based configuration for reproducible generation across txt2img, img2img, and inpainting tasks. Leverages the diffusers library with support for multiple schedulers (DPMSolverMultistep), negative prompts, and xFormers optimization, tested against Stable Diffusion 2.1 variants at native 768x768 and 512x512 resolutions. Automatically saves embeddings, latent vectors, and generated image sequences for downstream analysis and GIF composition.
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227
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Language
Python
License
MIT
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Last pushed
Jul 16, 2023
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