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GitHub topics: image-synthesis

AloneTogetherY/text-to-image-synthesis

Text to image synthesis with GAN-CLS and MSGAN

Language: Jupyter Notebook - Size: 48.1 MB - Last synced at: about 1 year ago - Pushed at: about 5 years ago - Stars: 24 - Forks: 7

kakumarabhishek/Mask2Lesion

Code corresponding to our MICCAI SASHIMI 2019 paper on shape-constrained skin lesion image synthesis.

Size: 521 KB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 0

Dan-Andrei-Iliescu/visualizing-GAN-layers

Visualize the internal activations of a DCGAN when generating and discriminating MNIST images.

Language: Python - Size: 17 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

RichardObi/pre_post_synthesis

Official repository for "Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation"

Language: Python - Size: 134 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

kriegeskorte-lab/controversial_stimuli_tutorial

A PyTorch tutorial on synthesizing controversial stimuli for ImageNet classifiers

Language: Jupyter Notebook - Size: 58.7 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 4

TemporAlyx/StreamStableDiffusion

Simple Twitch bot for StableDiffusion !generate chat commands

Language: Python - Size: 10.5 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

bes-dev/pytorch_clip_guided_loss

A simple library that implements CLIP guided loss in PyTorch.

Language: Python - Size: 1.22 MB - Last synced at: 25 days ago - Pushed at: over 3 years ago - Stars: 77 - Forks: 4

noyoshi/smart-sketch

đź–Ś photorealistic drawings from simple sketches using NVIDIA's GauGAN

Language: Python - Size: 135 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 233 - Forks: 35

ndrplz/semiparametric

[TPAMI 2020] Generating Novel Views of Vehicles via Semi-parametric Guidance. A semi-parametric approach for synthesizing novel views of a rigid object from a single monocular image.

Language: Python - Size: 66.1 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 9

v4rsh1th/skulkin

Language: Python - Size: 4.32 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

cyq373/ZUNIT

Zero-shot unsupervised image-to-image translation via exploiting semantic attributes. Image and Vision Computing, 2022.

Language: Python - Size: 10.5 MB - Last synced at: about 1 year ago - Pushed at: about 3 years ago - Stars: 11 - Forks: 2

aliprf/GANalyzer

GANalyzer: Analysis and Manipulation of GANs Latent Space for Controllable Face Synthesis

Language: Python - Size: 244 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 24 - Forks: 0

sangyun884/blur-diffusion

Official PyTorch implementation of the paper Progressive Deblurring of Diffusion Models for Coarse-to-Fine Image Synthesis.

Language: Python - Size: 1.9 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 131 - Forks: 8

shaohua0116/Multiview2Novelview

An official TensorFlow implementation of "Multi-view to Novel view: Synthesizing novel views with Self-Learned Confidence" (ECCV 2018) by Shao-Hua Sun, Minyoung Huh, Yuan-Hong Liao, Ning Zhang, and Joseph J. Lim

Language: Python - Size: 196 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 200 - Forks: 33

PITI-Synthesis/PITI

PITI: Pretraining is All You Need for Image-to-Image Translation

Language: Python - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 454 - Forks: 23

XuyangHu/VA3D

Single-View 3D Reconstruction Algorithm Based on View-Aware (Journal of Electronics and Information Technology)

Size: 1.95 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

vita-epfl/SemDisc

Official implementation of "A Shared Representation for Photorealistic Driving Simulators" in PyTorch.

Language: Python - Size: 1.07 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 9 - Forks: 1

taozh2017/HiNet

Code for TMI 2020 "Hi-Net: Hybrid-fusion Network for Multi-modal MR Image Synthesis"

Language: Python - Size: 160 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 79 - Forks: 18

hewenbin/insitu_net

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations (SciVis 2019)

Language: Python - Size: 12.3 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 16 - Forks: 6

HelenMao/MSGAN

MSGAN: Mode Seeking Generative Adversarial Networks for Diverse Image Synthesis (CVPR2019)

Language: Python - Size: 27.7 MB - Last synced at: over 1 year ago - Pushed at: about 6 years ago - Stars: 409 - Forks: 66

cs-chan/ArtGAN

ArtGAN + WikiArt: This work presents a series of new approaches to improve GAN for conditional image synthesis and we name the proposed model as “ArtGAN”.

Language: Python - Size: 48 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 392 - Forks: 65

watsonyanghx/Image-Text-Papers

Image Caption and Text to Image papers.

Size: 13.7 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 67 - Forks: 8

YonghaoXu/Txt2Img-MHN

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

Language: Python - Size: 2.97 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 23 - Forks: 0

tohinz/semantic-object-accuracy-for-generative-text-to-image-synthesis

Code for "Semantic Object Accuracy for Generative Text-to-Image Synthesis" (TPAMI 2020)

Language: Python - Size: 7.06 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 105 - Forks: 23

menyifang/ADGAN

The Implementation of paper "Controllable Person Image Synthesis with Attribute-Decomposed GAN" CVPR 2020 (Oral); Pose and Appearance Attributes Transfer;

Language: Python - Size: 18.3 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 449 - Forks: 93

Linear-Fox-Labs/AISynthDataAug

AI-Driven Image Synthesis for Data Augmentation - research.linearfox.com

Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

DinisMartinho/This-Person-Does-Not-Exist

â—Ź This repository showcases a simple demonstration of a denoising diffusion probabilistic model implemented within a Google Colab Notebook.

Language: Jupyter Notebook - Size: 72.5 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 1

ZohebAbai/tf-focal-frequency-loss

Tensorflow Implementation of Focal Frequency Loss for Image Reconstruction and Synthesis [ICCV 2021]

Language: Python - Size: 10.7 KB - Last synced at: 8 days ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 1

tedyhabtegebrial/gvsnet

Generative View Synthesis: from Single-view Semantics to Novel-view Images, Habtegebrial et al. NeurIPS 2020

Language: Python - Size: 563 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 21 - Forks: 1

LLeiSong/sentinelPot

This is a python package to preprocess sentinel-1&2 imagery

Language: Python - Size: 82 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 4

afiosman/dense-dilated-residual-convolutions-for-contrast-enhanced-MRI-synthesis

Deep learning-based convolutional neural network for contrast-enhanced MR image synthesis

Language: Python - Size: 35.2 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

curegit/precure-stylegan 📦

Yet another StyleGAN 1.0 implementation with Chainer to synthesize specific Precure (Cure Beauty) images

Language: Python - Size: 91.6 MB - Last synced at: 3 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

Reality-Editor/Composition-Stable-Diffusion

Image Composition via Stable Diffusion

Language: Python - Size: 16.6 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 33 - Forks: 2

yanqingan/Illumination_Decomposition

Code for TIP 2017 paper --- Illumination Decomposition for Photograph with Multiple Light Sources.

Language: C++ - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 9 - Forks: 2

jabir-zheng/MMoT-Transformer

A PyTorch implementation of the paper "MMoT: Mixture-of-Modality-Tokens Transformer for Composed Multimodal Conditional Image Synthesis".

Size: 0 Bytes - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

visinf/pixelpyramids

PixelPyramids: Exact Inference Models from Lossless Image Pyramids (ICCV 2021)

Language: Python - Size: 2.51 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 9 - Forks: 2

HymEric/AIWebMatting

This is a web project about auto-matting with deep learning tech, which can be used in image merge, poster generate, video editing etc.

Language: JavaScript - Size: 2.95 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 8

OndrejTexler/Neurally-Guided-Style-Transfer

The official implementation of papers: (1) Arbitrary Style Transfer Using Neurally-Guided Patch-Based Synthesis and (2) Enhancing Neural Style Transfer using Patch-Based Synthesis

Language: C++ - Size: 49.1 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 47 - Forks: 15

rossettisimone/AUGMENTATION_GAN

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in COVID-19 Classification

Language: Jupyter Notebook - Size: 2.58 GB - Last synced at: over 2 years ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 6

fnzhan/MoNCE

Modulated Contrast for Versatile Image Synthesis [CVPR 2022]

Language: Python - Size: 356 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 46 - Forks: 5

gunahn/StyleGAN2-ADA-pytorch-for-gray-images

This is my code for StlyeGAN2-ADA-PyTorch for gray images.

Language: Jupyter Notebook - Size: 323 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 3

nkicsl/Fundus_Review

Official website of our paper: Applications of Deep Learning in Fundus Images: A Review. Newly-released datasets and recently-published papers will be updated regularly.

Size: 6.66 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 72 - Forks: 10

hytseng0509/DRIT_hr

Multi-Modal Image-to-Image Translation on Tasks with High-Resolution Images

Language: Python - Size: 6.46 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 35 - Forks: 8

happy-jihye/Awesome-GAN-Papers

Generative Adversarial Networks : paper, pytorch-code, review(Korean)

Language: Jupyter Notebook - Size: 205 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 6

sallamy2580/wearing-cloth

Official PyTorch implementation for the paper High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions (ECCV 2019).

Language: Python - Size: 15.7 MB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 0

charliememory/Disentangled-Person-Image-Generation

Tensorflow implementation of CVPR 2018 paper "Disentangled Person Image Generation"

Language: Python - Size: 33.8 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 163 - Forks: 40

crisbodnar/text-to-image

Text to Image Synthesis using Generative Adversarial Networks

Language: Python - Size: 24.3 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 74 - Forks: 28

jcreinhold/synthtorch 📦

deep neural network-based image translation/synthesis

Language: Python - Size: 1.17 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 27 - Forks: 7

dvlab-research/SCGAN

The implementation of 'Image synthesis via semantic composition', ICCV2021.

Language: Python - Size: 1.96 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 72 - Forks: 6

HotpotDesign/Imagen-Mini-HotpotGen1

Imagen image generator open-source implementation. Hotpot.ai is not affiliated with Google.

Size: 36.1 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 19 - Forks: 0

NarakuF/human-pose-synthesis

Human Pose Synthesis with Generative Adversarial Networks

Language: Python - Size: 33.2 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

seawee1/Did-Somebody-Say-Corgi

Image Synthesis + Corgis = <3

Language: Jupyter Notebook - Size: 125 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 85 - Forks: 6

jar2333/WFCpp

A modern C++ library for image synthesis using Max Gumin's Wave Function Collapse algorithm. Submitted as final project for COMS 4995 Design Using C++.

Language: C++ - Size: 1.99 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

leovalais/cl-lsystem 📦

A 2D/3D L-System rendering program/library written in Common Lisp.

Language: Common Lisp - Size: 76.2 KB - Last synced at: 11 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

jcreinhold/replica

synthesize MR brain images via a random forest

Language: Matlab - Size: 197 KB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

apluquet/Raytracer

A raytracer with cartoon effect made for an introduction to image synthesis course.

Language: C - Size: 1.26 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 1

johnathanlouie/cascaded-refinement-network

Photorealistic image synthesis without a generative adversarial network

Language: Python - Size: 33.2 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 3

materight/unpaired-SPADE

Unpaired Semantic Segmentation and Image Synthesis based on SPADE and UPerNet.

Language: Python - Size: 21.1 MB - Last synced at: 23 days ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

fnzhan/IQ-VAE

Auto-regressive Image Synthesis with Integrated Quantization [ECCV 2022]

Language: Python - Size: 343 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

shaohua0116/WGAN-GP-TensorFlow

TensorFlow implementations of Wasserstein GAN with Gradient Penalty (WGAN-GP), Least Squares GAN (LSGAN), GANs with the hinge loss.

Language: Python - Size: 2.19 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 43 - Forks: 7

denabazazian/Dual-Domain-Synthesis

Source Code for Dual-Domain Image Synthesis Using Segmentation-Guided GAN

Language: Python - Size: 8.62 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 10 - Forks: 2

peihaowang/PoissonImageEditing

An image fusion techniques presented in “Poisson image editing", P. Pérez, M. Gangnet, and A. Blake, SIGGRAPH 2003.

Language: C++ - Size: 2.28 MB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 12 - Forks: 3

luk-st/multimedia-projects

Mini-projects created as part of the Multimedia Fundamentals course.

Language: Jupyter Notebook - Size: 27.4 MB - Last synced at: 2 months ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

aayushbansal/OpenShapes

A data-driven approach for interactively synthesizing diverse images from semantic label maps.

Language: MATLAB - Size: 91.2 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 39 - Forks: 6

sebastienmeyer2/image-synthesis-artgan

Unofficial implementation of the ArtGAN which allows to generate artworks.

Language: Python - Size: 4.42 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

willtwr/ArtGAN

Tensorflow codes for our ICIP-17 and arXiv-1708.09533 works: "ArtGAN: Artwork Synthesis with Conditional Categorial GAN" & "Learning a Generative Adversarial Network for High Resolution Artwork Synthesis "

Language: Python - Size: 80.1 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 16 - Forks: 0

shaohua0116/DCGAN-Tensorflow

A Tensorflow implementation of Deep Convolutional Generative Adversarial Networks trained on Fashion-MNIST, CIFAR-10, etc.

Language: Python - Size: 74.5 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 72 - Forks: 30

Guigui14460/image-synthesis-game-conquerer

Realization of a 3D game in C++ and OpenGL

Language: C++ - Size: 156 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

minhIMT97/Image-Synthesis-with-CNN-MRF

This is the repository for the course Computational Imaging project with the subject: Combination of Convolutional Neural Network and Markov Random Field for image synthesis.

Language: Jupyter Notebook - Size: 9.76 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 2 - Forks: 1

easonlai/images_synthesizer

The sample code repository in Python synthesizes multiple resource images into the background image and adds header text into the image.

Language: Python - Size: 1.55 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

XuyangHu/SA3D

Structure-Aware 3D Shape Synthesis from Single-View Images (BMVC 2018)

Language: Python - Size: 803 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

shaohua0116/NovelViewSynthesis-TensorFlow

A TensorFlow implementation of a simple Novel View Synthesis model on ShapeNet (cars and chairs), KITTI, and Synthia.

Language: Python - Size: 11.7 MB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 47 - Forks: 4

haritha1313/text-to-image

Text to image synthesis using StackGAN

Size: 1000 Bytes - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

vita-epfl/collaborative-gan-sampling

[AAAI20] TensorFlow implementation of the Collaborative Sampling in Generative Adversarial Networks

Language: Python - Size: 17.5 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 23 - Forks: 5

wilbertcaine/CUT

Contrastive Unpaired Image-to-Image Translation Using PyTorch

Language: Python - Size: 328 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 2

heerdyes/nidarzana

the imagery paradigm

Language: Python - Size: 2.93 KB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

leytonblackler/SketchyPic

Language: HTML - Size: 1.39 GB - Last synced at: 8 days ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

aayushbansal/PixelNN-Code

Example-based Image Synthesis

Language: C++ - Size: 366 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 0

junyuchen245/SPECT-AttenMap-Synthesis-GAN-Keras

Language: Python - Size: 3.9 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 1

cwza/deep_t2i

My experiments of text to image

Language: Jupyter Notebook - Size: 41.7 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 1

AgaMiko/neural-based-data-augmentation

Improving generalization via style transfer-based data augmentation: Novel regularization method

Size: 3.11 MB - Last synced at: 3 months ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

siddheswarc/Image-Synthesis-using-Self-Attention-GANs

Image Synthesis using Self-Attention Generative Adversarial Networks

Language: Jupyter Notebook - Size: 870 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

jcreinhold/synthit

an amalgam of (non-DNN-based) MR brain synthesis routines

Language: Python - Size: 854 KB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 4

Related Keywords
image-synthesis 183 deep-learning 49 generative-adversarial-network 41 image-generation 33 gan 33 pytorch 32 computer-vision 26 diffusion-models 22 tensorflow 14 text-to-image 13 generative-ai 13 python 12 image-to-image-translation 11 image-processing 11 machine-learning 10 mri 10 style-transfer 9 generative-models 9 image-translation 8 stylegan2 8 medical-imaging 8 generative-model 8 gans 7 stable-diffusion 5 diffusion-model 5 artificial-intelligence 5 data-augmentation 5 medical-image-synthesis 5 stylegan 4 generative-adversarial-networks 4 neuroimaging 4 segmentation 4 personalization 4 multi-modal 4 image-manipulation 4 face-recognition 4 image-segmentation 3 neural-networks 3 score-based-generative-models 3 virtual-try-on 3 deep-neural-networks 3 python3 3 stylegan2-ada 3 chainer 3 opencv 3 diffusion 3 synthetic-data 3 image-editing 3 inpainting 3 image-inpainting 3 variational-autoencoder 3 iccv2021 3 image-reconstruction 3 unet 3 spade 3 pix2pix 3 3d 3 novel-view-synthesis 3 domain-adaptation 3 brain 3 super-resolution 3 3d-reconstruction 3 face 3 ai 3 texture-synthesis 3 convolutional-neural-networks 3 gesture-recognition 2 dataset-distillation 2 radio-imaging 2 keras 2 dcgan 2 gpu-acceleration 2 genai 2 cascaded-refinement-networks 2 cocosnet 2 synthesis 2 breast-cancer 2 conditional-gan 2 avatar 2 multimodal 2 astrophysics 2 datasets 2 cvpr2024 2 computational-photography 2 view-synthesis 2 biometrics 2 pattern-recognition 2 virtual-tryon 2 shape-analysis 2 video-synthesis 2 virtual-tryon-ecommerce 2 text-to-image-generation 2 dataset-condensation 2 image-analogy 2 precure 2 cpp 2 3d-graphics 2 anime 2 radioastronomy 2 transformers 2