text-to-image-generation

There are 5 repositories under text-to-image-generation topic.

adobe-research / custom-diffusion
Custom Diffusion: Multi-Concept Customization of Text-to-Image Diffusion (CVPR 2023)
computer-vision customization diffusion-models few-shot fine-tuning pytorch text-to-image-generation
Language:Python 1887
muzishen / IMAGDressing
[AAAI 2025]👔IMAGDressing👔: Interactive Modular Apparel Generation for Virtual Dressing. It enables customizable human image generation with flexible garment, pose, and scene control, ensuring high fidelity and garment consistency for virtual dressing.
datasets diffusion-models text-to-image-generation try-on
Language:Python 1100
songweige / rich-text-to-image
Rich-Text-to-Image Generation
computer-vision diffusion-models pytorch rich-text text-to-image-generation
Language:Python 770
Lightricks / ComfyUI-LTXVideo
LTX-Video Support for ComfyUI
comfyui diffusion-models dit image-to-video image-to-video-generation text-to-image text-to-image-generation
Language:Python 538
FoundationVision / Infinity
Infinity ∞ : Scaling Bitwise AutoRegressive Modeling for High-Resolution Image Synthesis
auto-regressive-model autoregressive-models generative-model gpt gpt-2 image-generation text-to-image text-to-image-generation transformers
Language:Python 477
donahowe / AutoStudio
AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation
image-generation multi-turn-dialogue text-to-image-generation
Language:Jupyter Notebook 419
Paranioar / Awesome_Matching_Pretraining_Transfering
The Paper List of Large Multi-Modality Model (Perception, Generation, Unification), Parameter-Efficient Finetuning, Vision-Language Pretraining, Conventional Image-Text Matching for Preliminary Insight.
cross-modal-retrieval tutorial awesome-list image-text-matching image-text-retrieval large-language-models large-vision-language-models large-vision-models memory-efficient-tuning multimodal-pretraining parameter-efficient-fine-tuning video-text-recognition video-text-retrieval vision-and-language visual-semantic-embedding multimodal-large-language-models large-language-model text-to-image-generation text-to-image-synthesis text-to-video-generation
406
woctezuma / stable-diffusion-colab
Colab notebook for Stable Diffusion Hyper-SDXL.
colab colab-notebook colaboratory deep-learning diffusers diffusion diffusion-models google-colab google-colab-notebook google-colaboratory huggingface-diffusers hyper-sd hyper-sdxl image-generation stable-diffusion stable-diffusion-xl text-to-image text-to-image-generation text-to-image-synthesis text2image
Language:Jupyter Notebook 320
OSU-NLP-Group / MagicBrush
[NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".
diffusion-models image-editing image-generation image-synthesis instruction-following text-to-image text-to-image-generation text-to-image-synthesis
Language:Python 318
ByteFlow-AI / TokenFlow
🔥 Official impl. of "TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation".
large-language-models multimodal-understanding text-to-image-generation vector-quantization
Language:Python 205
huggingface / diffusion-fast
Faster generation with text-to-image diffusion models.
diffusers diffusion-models pytorch sdxl text-to-image-generation
Language:Python 204
CFGpp-diffusion / CFGpp
Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models"
diffusion-model diffusionmodel image-editing machinelearning pytorch text-to-image text-to-image-generation
Language:Python 175
yunqing-me / AttackVLM
[NeurIPS-2023] Annual Conference on Neural Information Processing Systems
adversarial-attack deep-generative-model generative-ai image-to-text-generation text-to-image-generation foundation-models large-language-models vision-language-model trustworthy-ai
Language:Python 168
RockeyCoss / SPO
Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization
diffusion-models dpo sdxl text-to-image text-to-image-generation
Language:Python 166
tsunghan-wu / SLD
🔥 [CVPR2024] Official implementation of "Self-correcting LLM-controlled Diffusion Models (SLD)
dalle-3 diffusion-models image-editing self-correction stable-diffusion text-to-image-generation
Language:Python 159
GuoLanqing / Awesome-High-Resolution-Diffusion
🔥🔥🔥A curated list of papers on recent diffusion-based high-resolution image and video synthesis works.
aigc diffusion-models high-resolution text-to-image-generation text-to-video-generation
117
ExplainableML / ReNO
[NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization
reward-models stable-diffusion text-to-image text-to-image-generation
Language:Python 111
somepago / DCR
Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.
diffusion memorization text-to-image-diffusion text-to-image-generation
Language:Python 105
louisYen / Gen4Gen
🏞️ Official implementation of "Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition"
data-generation llm personalization stable-diffusion text-to-image-generation
Language:Python 103
zituitui / BELM
[NeurIPS 2024] Official implementation of "BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models".
diffusion-models image-editing neurips-2024 numerical-odes text-to-image-generation
Language:Python 98
QY-H00 / attention-interpolation-diffusion
[NeurIPS 2024] Official Implementation of Attention Interpolation of Text-to-Image Diffusion
deep-learning diffusion image-interpolation pytorch stable-diffusion text-to-image-generation
Language:Jupyter Notebook 88
j-min / DSG
Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)
dsg llm text-to-image text-to-image-evaluation text-to-image-generation vqa
Language:Jupyter Notebook 79
Correr-Zhou / MagicTailor
Offical implementation of the paper "MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models".
artificial-intelligence computer-vision diffusion-models text-to-image-generation text-to-image-synthesis
Language:Python 75
glami / glami-1m
The largest multilingual image-text classification dataset. It contains fashion products.
computer-vision dataset deep-learning fashion image-text image-to-text multilingual multimodal natural-language-processing classification image-text-classification multilingual-image-text-classification image-classification text-classification text-to-image-generation multi-modal-deep-learning
Language:Jupyter Notebook 69
humansensinglab / ITI-GEN
[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation
fairness inclusiveness prompt-tuning stable-diffusion text-to-image-generation debiasing diffusion-models responsible-ai
Language:Python 66
PangzeCheung / SingDiffusion
[CVPR 2024] Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models
cvpr2024 diffusion-model singularity text-to-image-generation diffusers
Language:Python 65
YonghaoXu / Txt2Img-MHN
[IEEE TIP 2023] Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks
hopfield-network image-synthesis remote-sensing text-to-image-generation vision-language-model
Language:Python 65
mapo-t2i / mapo
Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).
alignment diffusers diffusion-models pytorch text-to-image-generation human-preference
Language:Python 63
YangLing0818 / ContextDiff
[ICLR 2024] Contextualized Diffusion Models for Text-Guided Image and Video Generation
diffusion-models multimodal-generation text-to-image-generation text-to-video
Language:Python 62
HotpotDesign / api-examples
This repository illustrates how to use the Hotpot.ai API. Our API provides Stable Diffusion, image generator, text-to-image generator, background removal, image upscaler, photo restoration, and picture colorization.
background-removal background-remover colorization image-generation image-generator image-upscaler photo-colorizer restoration stable-diffusion stable-diffusion-api super-resolution text-to-image text-to-image-generation text-to-image-synthesis upscaler upscaling
54
j-min / VPGen
Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)
pytorch step-by-step text-to-image text-to-image-evaluation text-to-image-generation
Language:Jupyter Notebook 54
haoosz / ConceptExpress
[ECCV 2024 Oral] ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction
concept-extraction diffusion-model text-to-image-generation
Language:Python 47
Liquid
FoundationVision / Liquid
Liquid: Language Models are Scalable Multi-modal Generators
generative generative-ai image-gen llms text-to-image text-to-image-generation
43
LayoutLLM-T2I / LayoutLLM-T2I
Code for ACM MM'23 paper: LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation
diffusion-models large-language-models text-to-image-diffusion text-to-image-generation text-to-image-synthesis
Language:Python 41
iSEE-Laboratory / DreamView
(ECCV 2024) Official implementation of Paper ''DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation''
pytorch pytorch-lightning text-to-3d text-to-image-generation
Language:Python 36
Nithin-GK / UniteandConquer
[CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models
celeba-hq-dataset diffusion-models face-generation face-synthesis ffhq-dataset imagenet multimodal multimodal-deep-learning text-to-image multimodal-generation plug-and-play text-to-image-diffusion text-to-image-generation text-to-image-synthesis semantic-segmentation
Language:Python 35

text-to-image-generation

adobe-research / custom-diffusion

muzishen / IMAGDressing

songweige / rich-text-to-image

Lightricks / ComfyUI-LTXVideo

FoundationVision / Infinity

donahowe / AutoStudio

Paranioar / Awesome_Matching_Pretraining_Transfering

woctezuma / stable-diffusion-colab

OSU-NLP-Group / MagicBrush

ByteFlow-AI / TokenFlow

huggingface / diffusion-fast

CFGpp-diffusion / CFGpp

yunqing-me / AttackVLM

RockeyCoss / SPO

tsunghan-wu / SLD

GuoLanqing / Awesome-High-Resolution-Diffusion

ExplainableML / ReNO

somepago / DCR

louisYen / Gen4Gen

zituitui / BELM

QY-H00 / attention-interpolation-diffusion

j-min / DSG

Correr-Zhou / MagicTailor

glami / glami-1m

humansensinglab / ITI-GEN

PangzeCheung / SingDiffusion

YonghaoXu / Txt2Img-MHN

mapo-t2i / mapo

YangLing0818 / ContextDiff

HotpotDesign / api-examples

j-min / VPGen

haoosz / ConceptExpress

FoundationVision / Liquid

LayoutLLM-T2I / LayoutLLM-T2I

iSEE-Laboratory / DreamView

Nithin-GK / UniteandConquer