xvjiarui

long_stable_diffusion

Long-form text-to-images generation, using a pipeline of deep generative models (GPT-3 and Stable Diffusion)

diffusers-interpret

Diffusers-Interpret 🤗🧨🕵️‍♀️: Model explainability for 🤗 Diffusers. Get explanations for your generated images.

stable-diffusion

A latent text-to-image diffusion model

textual_inversion

deep-spectral-segmentation

[CVPR 2022] Deep Spectral Methods: A Surprisingly Strong Baseline for Unsupervised Semantic Segmentation and Localization

MaskCLIP

Official PyTorch implementation of "Extract Free Dense Labels from CLIP" (ECCV 22 Oral)

Text2LIVE

Official Pytorch Implementation for "Text2LIVE: Text-Driven Layered Image and Video Editing" (ECCV 2022 Oral)

diffusers

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

flash-attention

Fast and memory-efficient exact attention

bigdatasetgan_code

project page: https://nv-tlabs.github.io/big-datasetgan/

VQ-Diffusion

Official implementation of VQ-Diffusion

disco-diffusion

ddpm-segmentation

Label-Efficient Semantic Segmentation with Diffusion Models (ICLR'2022)

multimodal

TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.

GroupViT

Official PyTorch implementation of GroupViT: Semantic Segmentation Emerges from Text Supervision, CVPR 2022.

GroupViT

GroupViT: Semantic Segmentation Emerges from Text Supervision

data

A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

BLIP

PyTorch code for BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

lang-seg

Language-Driven Semantic Segmentation

ConvNeXt

Code release for ConvNeXt model

scenic

Scenic: A Jax Library for Computer Vision Research and Beyond

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

SimMIM

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

ipyplot

IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

img2dataset

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

VFS

Rethinking Self-Supervised Correspondence Learning: A Video Frame-level Similarity Perspective, in ICCV 2021 (Oral)

CoOp

Prompt Learning for Vision-Language Models (IJCV'22, CVPR'22)

clip_playground

An ever-growing playground of notebooks showcasing CLIP's impressive zero-shot capabilities