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Autoregressive-Models-in-Vision-Survey. [TMLR 2025🔥] A survey for the autoregressive models in vision.

Koala-36M. Official implementation of the paper "Koala-36M: A Large-scale Video Dataset Improving Consistency between Fine-grained Conditions and Video Content".

asymmetric_magvitv2. In 2024, the strongest open-source implementation of asymmetric magvit_v2 supports inference code but excludes VQVAE. It supports the joint encoding of images and videos, accommodating arbitrary video lengths and resolutions. It surpasses all open-source models in FID and FVD, with 4z and 16z models available on huggingface.

ControlNetPlus. ControlNet++: All-in-one ControlNet for image generations and editing!

IC-Light. More relighting!

CoMat. [NeurIPS 2024] 💫CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching

HPSv2. Human Preference Score v2: A Solid Benchmark for Evaluating Human Preferences of Text-to-Image Synthesis

controlnet_diffusers_lightning. Python

pytorch-lightning. Pretrain, finetune ANY AI model of ANY size on 1 or 10,000+ GPUs with zero code changes.

ChatAnything. Official Repo for the Paper: CHATANYTHING: FACETIME CHAT WITH LLM-ENHANCED PERSONAS

Skywork. Skywork series models are pre-trained on 3.2TB of high-quality multilingual (mainly Chinese and English) and code data. We have open-sourced the model, training data, evaluation data, evaluation methods, etc.

LLaVA-colab. Jupyter Notebook

InstaFlow. :zap: InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

DiscordChatExporter. Saves Discord chat logs to a file

Fooocus. Focus on prompting and generating

libfrangi. C++/OpenCV implementation of the 2D Frangi multiscale vesselness filter.

generative-models. Generative Models by Stability AI

Subject-Diffusion. Subject-Diffusion:Open Domain Personalized Text-to-Image Generation without Test-time Fine-tuning

ControlNet-v1-1-nightly. Nightly release of ControlNet 1.1

ControlNet. Let us control diffusion models!

WDMassTagger. Python

HumanArt. [CVPR 2023] The official implementation of CVPR 2023 paper "Human-Art: A Versatile Human-Centric Dataset Bridging Natural and Artificial Scenes"

HumanSD. [ICCV 2023] The official implementation of paper "HumanSD: A Native Skeleton-Guided Diffusion Model for Human Image Generation"

dinov2. PyTorch code and models for the DINOv2 self-supervised learning method.