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

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

Code for "HyperNeRF: A Higher-Dimensional Representation for Topologically Varying Neural Radiance Fields".

Lite Inference Toolkit (LIT) for PyTorch

Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

😎 Finding duplicate images made easy!

[ICCV 2021]: IIVI: Internal Video Inpainting by Implicit Long-range Propagation

[CVPR 2021] Region-aware Adaptive Instance Normalization for Image Harmonization

The official repo of the TPAMI 2021/ECCV 2020 work CSNet: A Highly Efficient Model with 100K Parameters to Study the Semantics of Salient Object Detection

Official repository of Semantic Image Matting

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

The summary of code and paper for salient object detection with deep learning.

Evaluate the quality of foreground estimation methods

VS Code Jupyter extension

A simple tool for cleaning image datasets at a glance.

[IJCV 2022] Bridging Composite and Real: Towards End-to-end Deep Image Matting

Interactive Object Segmentation with Inside-Outside Guidance

Pixel-ImageNet

Pixel-level image processing apps

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

Python module for computing the weighted distance transform of an image

[CVPR 2020] CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement

Official repository for Hierarchical Opacity Propagation for Image Matting

Project page for paper A Late Fusion CNN for Digital Matting.

Attention-Guided Hierarchical Structure Aggregation for Image Matting(CVPR2020)