🧨 Diffusers

πŸ€— DiffusersλŠ” μ‚¬μ „ν•™μŠ΅λœ λΉ„μ „ 및 μ˜€λ””μ˜€ ν™•μ‚° λͺ¨λΈμ„ μ œκ³΅ν•˜κ³ , μΆ”λ‘  및 ν•™μŠ΅μ„ μœ„ν•œ λͺ¨λ“ˆμ‹ 도ꡬ μƒμž 역할을 ν•©λ‹ˆλ‹€.

보닀 μ •ν™•ν•˜κ²Œ, πŸ€— DiffusersλŠ” λ‹€μŒμ„ μ œκ³΅ν•©λ‹ˆλ‹€:

🧨 Diffusers νŒŒμ΄ν”„λΌμΈ

λ‹€μŒ ν‘œμ—λŠ” κ³΅μ‹œμ μœΌλ‘œ μ§€μ›λ˜λŠ” λͺ¨λ“  νŒŒμ΄ν”„λΌμΈ, κ΄€λ ¨ λ…Όλ¬Έ, 직접 μ‚¬μš©ν•΄ λ³Ό 수 μžˆλŠ” Colab λ…ΈνŠΈλΆ(μ‚¬μš© κ°€λŠ₯ν•œ 경우)이 μš”μ•½λ˜μ–΄ μžˆμŠ΅λ‹ˆλ‹€.

Pipeline Paper Tasks Colab
alt_diffusion AltDiffusion Image-to-Image Text-Guided Generation
audio_diffusion Audio Diffusion Unconditional Audio Generation Open In Colab
cycle_diffusion Cycle Diffusion Image-to-Image Text-Guided Generation
dance_diffusion Dance Diffusion Unconditional Audio Generation
ddpm Denoising Diffusion Probabilistic Models Unconditional Image Generation
ddim Denoising Diffusion Implicit Models Unconditional Image Generation
latent_diffusion High-Resolution Image Synthesis with Latent Diffusion Models Text-to-Image Generation
latent_diffusion High-Resolution Image Synthesis with Latent Diffusion Models Super Resolution Image-to-Image
latent_diffusion_uncond High-Resolution Image Synthesis with Latent Diffusion Models Unconditional Image Generation
paint_by_example Paint by Example: Exemplar-based Image Editing with Diffusion Models Image-Guided Image Inpainting
pndm Pseudo Numerical Methods for Diffusion Models on Manifolds Unconditional Image Generation
score_sde_ve Score-Based Generative Modeling through Stochastic Differential Equations Unconditional Image Generation
score_sde_vp Score-Based Generative Modeling through Stochastic Differential Equations Unconditional Image Generation
stable_diffusion Stable Diffusion Text-to-Image Generation Open In Colab
stable_diffusion Stable Diffusion Image-to-Image Text-Guided Generation Open In Colab
stable_diffusion Stable Diffusion Text-Guided Image Inpainting Open In Colab
stable_diffusion_2 Stable Diffusion 2 Text-to-Image Generation
stable_diffusion_2 Stable Diffusion 2 Text-Guided Image Inpainting
stable_diffusion_2 Stable Diffusion 2 Text-Guided Super Resolution Image-to-Image
stable_diffusion_safe Safe Stable Diffusion Text-Guided Generation Open In Colab
stochastic_karras_ve Elucidating the Design Space of Diffusion-Based Generative Models Unconditional Image Generation
unclip Hierarchical Text-Conditional Image Generation with CLIP Latents Text-to-Image Generation
versatile_diffusion Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Text-to-Image Generation
versatile_diffusion Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Image Variations Generation
versatile_diffusion Versatile Diffusion: Text, Images and Variations All in One Diffusion Model Dual Image and Text Guided Generation
vq_diffusion Vector Quantized Diffusion Model for Text-to-Image Synthesis Text-to-Image Generation

μ°Έκ³ : νŒŒμ΄ν”„λΌμΈμ€ ν•΄λ‹Ή λ¬Έμ„œμ— μ„€λͺ…λœ λŒ€λ‘œ ν™•μ‚° μ‹œμŠ€ν…œμ„ μ‚¬μš©ν•œ 방법에 λŒ€ν•œ κ°„λ‹¨ν•œ μ˜ˆμž…λ‹ˆλ‹€.