Modular image generation library
Project description
perceptor
Modular image generation library.
Install
poetry add perceptor
Or, for the old timers:
pip install perceptor
CUDA 11.3 (Support RTX cards)
poetry run pip uninstall torch torchvision -y && poetry run pip install torch==1.12.1 torchvision==0.13.1 --extra-index-url https://download.pytorch.org/whl/cu113
Stable Diffusion Flash Attention optimization with xformers.
poetry run pip uninstall triton xformers -y && poetry run pip install triton xformers
Interface
Shortlist of available features. See the API reference for more information.
perceptor
.drawers
.BruteDiffusion
.DeepImagePrior
.Raw
.RuDALLE
.StyleGANXL
.models
.AdaBinsDepth
.DeepImagePrior
.VelocityDiffusion (yfcc_2, yfcc_1, cc12m_1_cfg, wikiart)
.latent_diffusion
.Text2Image
.Face
.SuperResolution
.GuidedDiffusion (openai, pixelart)
.MidasDepth
.MonsterDiffusion (all, tinyhero)
.StyleGANXL
.RuDALLE
.StableDiffusion
.SuperResolution
.losses
# Text-image similarity
.BLIP
.CLIP
.CLOOB
.LiT
.GlideCLIP
.OpenCLIP
.OWLViT
.RuCLIP
.SLIP
# Other
.AestheticVisualAssessment
.LPIPS
.Memorability
.MidasDepth
.SimulacraAesthetic
.Smoothness
.StyleTransfer
.transforms
.clamp_with_grad
.resize
.SuperResolution
.utils
.gradient_checkpoint
Project details
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