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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

MiDaS

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

sdfstudio

A Unified Framework for Surface Reconstruction

tev

High dynamic range (HDR) image viewer for graphics people

tinyexr

Tiny OpenEXR image loader/saver library

chamferdist

Pytorch package to compute Chamfer distance between point sets (pointclouds).

InverseRenderingOfIndoorScene

dynamic-video-depth

Code for the SIGGRAPH 2021 paper "Consistent Depth of Moving Objects in Video".

material_stable_diffusion

Tileable Stable Diffusion - Cog model

HyperDreamer

(Siggraph Asia 2023) Official code of "HyperDreamer: Hyper-Realistic 3D Content Generation and Editing from a Single Image"

TransparentShapeReconstruction

OptixRenderer

An optix-based GPU path tracer

SphericalGaussianOptimization

SingleImageShapeAndSVBRDF