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)

  customizationfine-tuningtext-to-image-generationcomputer-visiondiffusion-modelsfew-shotpytorch
  Language:Python 1867

• muzishen / IMAGDressing

  👔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 try-on.

  datasetsdiffusion-modelstext-to-image-generationtry-on
  Language:Python 1045

• songweige / rich-text-to-image

  Rich-Text-to-Image Generation

  computer-visiondiffusion-modelspytorchrich-texttext-to-image-generation
  Language:Python 763

• donahowe / AutoStudio

  AutoStudio: Crafting Consistent Subjects in Multi-turn Interactive Image Generation

  image-generationmulti-turn-dialoguetext-to-image-generation
  Language:Jupyter Notebook 413

• woctezuma / stable-diffusion-colab

  Colab notebook for Stable Diffusion Hyper-SDXL.

  colabcolab-notebookcolaboratorydeep-learningdiffusersdiffusiondiffusion-modelsgoogle-colabgoogle-colab-notebookgoogle-colaboratoryhuggingface-diffusershyper-sdhyper-sdxlimage-generationstable-diffusionstable-diffusion-xltext-to-imagetext-to-image-generationtext-to-image-synthesistext2image
  Language:Jupyter Notebook 320

• OSU-NLP-Group / MagicBrush

  [NeurIPS'23] "MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing".

  diffusion-modelsimage-editingimage-generationimage-synthesisinstruction-followingtext-to-imagetext-to-image-generationtext-to-image-synthesis
  Language:Python 311

• huggingface / diffusion-fast

  Faster generation with text-to-image diffusion models.

  diffusersdiffusion-modelspytorchsdxltext-to-image-generation
  Language:Python 195

• CFGpp-diffusion / CFGpp

  Official repository for "CFG++: manifold-constrained classifier free guidance for diffusion models"

  diffusion-modeldiffusionmodelimage-editingmachinelearningpytorchtext-to-imagetext-to-image-generation
  Language:Python 168

• yunqing-me / AttackVLM

  [NeurIPS-2023] Annual Conference on Neural Information Processing Systems

  adversarial-attackdeep-generative-modelfoundation-modelsgenerative-aiimage-to-text-generationlarge-language-modelstext-to-image-generationtrustworthy-aivision-language-model
  Language:Python 161

• RockeyCoss / SPO

  Step-aware Preference Optimization: Aligning Preference with Denoising Performance at Each Step

  diffusion-modelsdposdxltext-to-imagetext-to-image-generation
  Language:Python 156

• tsunghan-wu / SLD

  🔥 [CVPR2024] Official implementation of "Self-correcting LLM-controlled Diffusion Models (SLD)

  dalle-3diffusion-modelsimage-editingself-correctionstable-diffusiontext-to-image-generation
  Language:Python 155

• somepago / DCR

  Official Pytorch repo of CVPR'23 and NeurIPS'23 papers on understanding replication in diffusion models.

  diffusionmemorizationtext-to-image-diffusiontext-to-image-generation
  Language:Python 104

• louisYen / Gen4Gen

  🏞️ Official implementation of "Gen4Gen: Generative Data Pipeline for Generative Multi-Concept Composition"

  data-generationllmpersonalizationstable-diffusiontext-to-image-generation
  Language:Python 102

• GuoLanqing / Awesome-High-Resolution-Diffusion

  🔥🔥🔥A curated list of papers on recent diffusion-based high-resolution image and video synthesis works.

  diffusion-modelshigh-resolutiontext-to-image-generationtext-to-video-generationaigc
  101

• ExplainableML / ReNO

  [NeurIPS 2024] ReNO: Enhancing One-step Text-to-Image Models through Reward-based Noise Optimization

  reward-modelsstable-diffusiontext-to-imagetext-to-image-generation
  Language:Python 98

• QY-H00 / attention-interpolation-diffusion

  [NeurIPS 2024] Official Implementation of Attention Interpolation of Text-to-Image Diffusion

  deep-learningdiffusionimage-interpolationpytorchstable-diffusiontext-to-image-generation
  Language:Jupyter Notebook 86

• zituitui / BELM

  [NeurIPS 2024] Official implementation of "BELM: Bidirectional Explicit Linear Multi-step Sampler for Exact Inversion in Diffusion Models".

  diffusion-modelsimage-editingneurips-2024text-to-image-generationnumerical-odes
  Language:Python 83

• j-min / DSG

  Davidsonian Scene Graph (DSG) for Text-to-Image Evaluation (ICLR 2024)

  dsgllmtext-to-imagetext-to-image-evaluationtext-to-image-generationvqa
  Language:Jupyter Notebook 76

• glami / glami-1m

  The largest multilingual image-text classification dataset. It contains fashion products.

  computer-visiondatasetdeep-learningfashionimage-textimage-to-textmultilingualmultimodalnatural-language-processingclassificationimage-text-classificationmultilingual-image-text-classificationimage-classificationtext-classificationtext-to-image-generationmulti-modal-deep-learning
  Language:Jupyter Notebook 69

• Correr-Zhou / MagicTailor

  Offical implementation of the paper "MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models".

  diffusion-modelstext-to-image-generationtext-to-image-synthesisartificial-intelligencecomputer-vision
  Language:Python 68

• humansensinglab / ITI-GEN

  [ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation

  debiasingdiffusion-modelsfairnessinclusivenessprompt-tuningresponsible-aistable-diffusiontext-to-image-generation
  Language:Python 65

• PangzeCheung / SingDiffusion

  [CVPR 2024] Tackling the Singularities at the Endpoints of Time Intervals in Diffusion Models

  cvpr2024diffusersdiffusion-modelsingularitytext-to-image-generation
  Language:Python 64

• mapo-t2i / mapo

  Official codebase for Margin-aware Preference Optimization for Aligning Diffusion Models without Reference (MaPO).

  alignmentdiffusersdiffusion-modelspytorchtext-to-image-generationhuman-preference
  Language:Python 61

• YangLing0818 / ContextDiff

  [ICLR 2024] Contextualized Diffusion Models for Text-Guided Image and Video Generation

  diffusion-modelstext-to-image-generationtext-to-videomultimodal-generation
  Language:Python 61

• YonghaoXu / Txt2Img-MHN

  [IEEE TIP 2023] Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks

  hopfield-networkimage-synthesisremote-sensingtext-to-image-generationvision-language-model
  Language:Python 61

• 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-removalrestorationcolorizationphoto-colorizerupscalingupscalerbackground-removersuper-resolutionstable-diffusionstable-diffusion-apiimage-generationimage-generatortext-to-imagetext-to-image-generationtext-to-image-synthesisimage-upscaler
  54

• j-min / VPGen

  Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)

  text-to-imagepytorchstep-by-steptext-to-image-generationtext-to-image-evaluation
  Language:Jupyter Notebook 52

• haoosz / ConceptExpress

  [ECCV 2024 Oral] ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction

  concept-extractiondiffusion-modeltext-to-image-generation
  Language:Python 44

• iSEE-Laboratory / DreamView

  (ECCV 2024) Official implementation of Paper ''DreamView: Injecting View-specific Text Guidance into Text-to-3D Generation''

  pytorchpytorch-lightningtext-to-3dtext-to-image-generation
  Language:Python 34

• Nithin-GK / UniteandConquer

  [CVPR '23] Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models

  celeba-hq-datasetdiffusion-modelsface-generationface-synthesisffhq-datasetimagenetmultimodalmultimodal-deep-learningmultimodal-generationplug-and-playsemantic-segmentationtext-to-imagetext-to-image-diffusiontext-to-image-generationtext-to-image-synthesis
  Language:Python 34

• AlonzoLeeeooo / LCDG

  The official code implementation of "LaCon: Late-Constraint Diffusion for Steerable Guided Image Synthesis".

  diffusion-modelstext-to-image-generationimage-generation
  Language:Python 31

• Shentao-YANG / Dense_Reward_T2I

  Source code for "A Dense Reward View on Aligning Text-to-Image Diffusion with Preference" (ICML'24).

  dense-reward-for-direct-preference-optimizationpreference-alignmenttext-to-image-generation
  Language:Python 31

• 1jsingh / Divide-Evaluate-and-Refine

  Repo for our NeurIPS 2023 paper on: Divide, Evaluate, and Refine: Evaluating and Improving Text-to-Image Alignment with Iterative VQA Feedback

  image-generationtext-to-image-evaluationtext-to-image-generationneurips-2023
  Language:Jupyter Notebook 25

• Mamadou-Keita / VLM-DETECT

  [ICASSP 2024] The official repo for Harnessing the Power of Large Vision Language Models for Synthetic Image Detection

  deepfake-detectiondiffusion-modelsllmstext-to-image-generationvlms
  Language:Python 17

• WebRevo / TEXT_ARTIFY

  "Experience the magic of the 'Text to Image' project, where JavaScript transforms your text into captivating visuals using HTML5 and CSS3. Unlock the creative potential of digital storytelling and data visualization in a visually immersive experience."

  attractive-user-interfaceinteractivetext-to-image-generation
  Language:CSS 16

• zeyofu / Commonsense-T2I

  Code for Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense? [COLM 2024]

  text-to-image-generationalignment-with-realityaibenchmarkmultimodalcomputer-visionnatural-language-processingvision-and-languageimage-generation
  Language:Python 15