synthetic-images

There are 5 repositories under synthetic-images topic.

unrealcv / synthetic-computer-vision
A list of synthetic dataset and tools for computer vision
computer-vision dataset synthetic-images virtual-worlds
Language:Python 1003
paulbricman / thisrepositorydoesnotexist
A curated list of awesome projects which use Machine Learning to generate synthetic content.
synthetic-data synthetic-dataset-generation synthetic-images generation-algorithms generative-adversarial-network
583
carpedm20 / simulated-unsupervised-tensorflow
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
apple deep-learning generative-model synthetic-images tensorflow
Language:Python 575
microsoft / genalog
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
data-generation data-science machine-learning ner ocr-recognition python synthetic-data synthetic-data-generation synthetic-images text-alignment
Language:Jupyter Notebook 310
barisgecer / facegan
TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model
3dmm eccv-2018 face-generation face-recognition gan generative-adversarial-network synthetic-images tensorflow
Language:Python 201
PerceivingSystems / bedlam_render
BEDLAM (CVPR 2023) render pipeline tools
smpl-x synthetic-dataset-generation synthetic-images unreal-engine-5
Language:Python 137
tsenst / CrowdFlow
Optical Flow Dataset and Benchmark for Visual Crowd Analysis
benchmark-suite computer-vision crowd-analysis crowd-counting dataset evaluation-framework motion-estimation multi-object-tracking optical-flow synthetic-images tracking tracking-by-detection trajectories tub-crowdflow-dataset video-analytics video-processing video-surveillance
Language:Python 108
ARSekkat / OmniScape
This repository will provide tools and news about The OmniScape Dataset
dataset omnidirectional spherical fisheye catadioptric semantic-segmentation depth-estimation depth-map gta5 gtav carla-simulator motorcycle deep-learning synthetic-images instance-segmentation fisheye-stereo-images omnidirectional-images
50
wormpose
iteal / wormpose
WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans
animal-pose-estimation behavior-analysis c-elegans computer-vision deep-learning elegans machine-learning neural-network pose-estimation python synthetic-dataset-generation synthetic-images tensorflow tensorflow2 tierpsy worm wormpose
Language:Python 46
Sbrunoberenguel / OmniSCV
Omnidirectional Synthetic image generator for Computer Vision
catadioptric-cameras central-cameras computer-vision depth-image equirectangular-panorama fisheye-image image-simulator non-central-cameras omnidirectional-images semantic-segmentation synthetic-images
Language:Python 42
alexandrosstergiou / Traffic-Sign-Recognition-basd-on-Synthesised-Training-Data
Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.
deep-learning convolutional-neural-networks machine-learning traffic-sign-classification computer-vision image-processing image-manipulation keras keras-neural-networks synthetic-data synthetic-images automated data-generation driver-assistant
Language:Jupyter Notebook 19
crud89 / Texturize
A unified framework for example-based texture synthesis, developed alongside my master's thesis.
texture-synthesis texture-analysis texture-generation image-processing procedural-textures computer-vision synthetic-images computer-graphics textures image-analysis image-analysis-workflows image-analysis-and-processing texture-mapping
Language:C++ 17
paramrajpura / Syn2Real
Repository for Transfer Learning using Deep CNNs trained with synthetic images
3d-models computer-vision convolutional-neural-networks synthetic-images transfer-learning
16
outlace / Data-Augmentation
These functions will randomly distort image data to amplify total amount of images for use in machine learning algorithms.
data-augmentation synthetic-images synthetic-data machine-learning
Language:Python 13
nphdang / FS-BBT
Black-box Few-shot Knowledge Distillation
black-box black-box-model computer-vision conditional-variational-autoencoder cvae data-augmentation data-generation deep-learning few-shot few-shot-classification few-shot-learning generative-model knowledge-distillation machine-learning mixup synthetic-images transfer-learning
Language:Python 11
davidemarelli / ENRICH
ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry
3d-reconstruction dataset depth-estimation image-matching local-features photogrammetry synthetic-images
10
DubiousCactus / hybrid-dataset-factory
A semi-synthetic dataset generation tool, specifically crafted for CNN training in drone racing.
cnn computer-vision dataset dataset-generation deep-learning drone-racing dronet headless-rendering hybrid-dataset opengl ros synthetic-dataset-generation synthetic-datasets synthetic-images
Language:Python 10
koepferl / FluxCompensator
Python version of the FluxCompensator described in Koepferl & Robitaille (ApJ, 2017)
astronomy pipeline radiative-transfer synthetic-images telescopes
Language:Python 7
wangyida / gm-cml
Generative Model with Coordinate Metric Learning
3d-models classification generative-model reconstruction synthetic-images tensorflow
Language:Python 5
driemworks / image-imitator
A tool to create a synthetic data set, with annotations in the Pascal VOC Format, for use in object classification and detection/tracking.
pascal-voc opencv-python python tiny-yolo darkflow synthetic-images tensorflow
Language:Python 4
qizheng3 / Synthetic-Images-GANs
Generate realistic synthetic images using unsupervised learning techniques of Generative Adversarial Networks (GANs)
generative-adversarial-networks synthetic-images cuda tensorflow
Language:Jupyter Notebook 4
hasibzunair / raw2syn
Minimal example of domain translation using CycleGAN, applied to OCR image data.
ocr synthetic-images deep-learning generative-adversarial-network
Language:Python 3
ofHyphaeApp
nununo / ofHyphaeApp
Generated mold
generative-art synthetic-images videoart csharp openframeworks openframeworks-application
Language:C++ 3
Qiong-Hu / Computational_Imaging
Implementation of synthetic refocusing imaging and image-based relighting.
computational-imaging computational-photography relighting synthetic-images light-transport-matrix image-processing
Language:MATLAB 3
tjmetivier / illustrisvirtualobservatory
The Illustris Virtual Observatory is an expanded iteration of the Sunpy module(ptorrey) for creating synthetic SDSS, HST, or JWST images of galaxies from the Illustris simulation. For instructions on how to install/use this program, please go to this address:
sunpy illustris nasa ctspacegrantconsortium hst sdss cosmology simulation synthetic-images mock-observation galaxies
Language:Python 3
prabormukherjee / Deepfake_image
Generate synthetic image using DCGAN on fashion mnist data
deepfake ml dl synthetic-images tensorflow dcgan
Language:Python 2
k806house / ChessDatasetGenerator
Сhess game image generation using unity3d
chess synthetic-data synthetic-dataset-generation synthetic-images unity3d fake-data
Language:C# 1
lchaloupsky / Image-generator
Tool for generating synthetic images for natural language text descriptions in English.
dependency-tree image-captioning image-generation nlp synthetic-images text-parsing
Language:C# 1
prabormukherjee / Deepfake_text
Generate synthetic image using DCGAN on mnist data
dcgan tensorflow2 ml dl synthetic-images deepfake
Language:Jupyter Notebook 1
alextimans / robust-deepfake-detector
'Robust Deepfake Detection' project for the Deep Learning course at ETH Zurich, 2021. Authors (alphabetic): David Kamm, Nicolas Muntwyler, Alexander Timans, Moritz Vandenhirtz.
adversarial-robustness deepfake-detection robust-ai stylegan3 synthetic-images
Language:Jupyter Notebook 0
filipposchiazza / Transformer
Torch implementation of minGPT for images latent code generation
gpt synthetic-images transformer vqvae
Language:Python 0
GuidoGiacomoMussini / SocialNetworkAnalysis--Algorithm
Binary classification algorithm and synthetic images generator based on network theory
binary-classification social-network-analysis synthetic-images
Language:Jupyter Notebook 0
razamehar / Synthetic-to-Real-Image-Classifier
The CGI2Real_Multi-Class_Image_Classifier categorizes humans, horses, or both using transfer learning from Inception CNN. Trained on synthetic images, it can also classify real ones.
convolutional-neural-networks image-classification inceptionv3 multi-class-classification synthetic-images real-image-classification python tensorflow
Language:Jupyter Notebook 0
SenseableSpace / Detection-Small-Construction-Tools-Synthetic-Images
Utilizing synthetic images to enhance the automated recognition of small-sized construction tools
construction-site object-detection-and-classification synthetic-images practical-applicability small-sized-construction-tools
Language:Jupyter Notebook 0
smutnyjw / training_cv_models_on_ue_images_jws
This repository contains documents and source code related to John W. Belanger Smutny's Viriginia Tech Master's of Engineering senior capstone project on "The Effect of Training Published Computer Vision Models on Unreal Engine Synthetic Images". An Introduction to the Synergy between Graphics Rendering Software and Machine Learning.
computervision synthetic-dataset-generation synthetic-images unreal-engine-4
Language:Python 0
ComboWave / Synthetic-image-creation---spiral-blended-with-Gaussian
gaussian image-processing synthetic-images
Language:C++

synthetic-images

unrealcv / synthetic-computer-vision

paulbricman / thisrepositorydoesnotexist

carpedm20 / simulated-unsupervised-tensorflow

microsoft / genalog

barisgecer / facegan

PerceivingSystems / bedlam_render

tsenst / CrowdFlow

ARSekkat / OmniScape

iteal / wormpose

Sbrunoberenguel / OmniSCV

alexandrosstergiou / Traffic-Sign-Recognition-basd-on-Synthesised-Training-Data

crud89 / Texturize

paramrajpura / Syn2Real

outlace / Data-Augmentation

nphdang / FS-BBT

davidemarelli / ENRICH

DubiousCactus / hybrid-dataset-factory

koepferl / FluxCompensator

wangyida / gm-cml

driemworks / image-imitator

qizheng3 / Synthetic-Images-GANs

hasibzunair / raw2syn

nununo / ofHyphaeApp

Qiong-Hu / Computational_Imaging

tjmetivier / illustrisvirtualobservatory

prabormukherjee / Deepfake_image

k806house / ChessDatasetGenerator

lchaloupsky / Image-generator

prabormukherjee / Deepfake_text

alextimans / robust-deepfake-detector

filipposchiazza / Transformer

GuidoGiacomoMussini / SocialNetworkAnalysis--Algorithm

razamehar / Synthetic-to-Real-Image-Classifier

SenseableSpace / Detection-Small-Construction-Tools-Synthetic-Images

smutnyjw / training_cv_models_on_ue_images_jws

ComboWave / Synthetic-image-creation---spiral-blended-with-Gaussian