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synthetic-images

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unrealcv /synthetic-computer-vision

A list of synthetic dataset and tools for computer vision

computer-vision dataset synthetic-images virtual-worlds

UpdatedApr 15, 2023
Python

paulbricman /thisrepositorydoesnotexist

A curated list of awesome projects which use Machine Learning to generate synthetic content.

generative-adversarial-network synthetic-images synthetic-data synthetic-dataset-generation generation-algorithms

UpdatedMar 14, 2023

carpedm20 /simulated-unsupervised-tensorflow

TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"

apple deep-learning tensorflow synthetic-images generative-model

UpdatedDec 10, 2019
Python

microsoft /genalog

Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

python data-science machine-learning synthetic-images data-generation ner ocr-recognition text-alignment synthetic-data synthetic-data-generation

UpdatedJan 18, 2024
Jupyter Notebook

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

tensorflow generative-adversarial-network gan synthetic-images face-recognition 3dmm face-generation eccv-2018

UpdatedApr 17, 2020
Python

PerceivingSystems /bedlam_render

BEDLAM (CVPR 2023) render pipeline tools

synthetic-images synthetic-dataset-generation smpl-x unreal-engine-5

UpdatedApr 17, 2024
Python

tsenst /CrowdFlow

Optical Flow Dataset and Benchmark for Visual Crowd Analysis

tracking computer-vision dataset video-processing synthetic-images video-surveillance optical-flow benchmark-suite motion-estimation multi-object-tracking evaluation-framework trajectories video-analytics crowd-counting crowd-analysis tracking-by-detection tub-crowdflow-dataset

UpdatedAug 11, 2023
Python

ARSekkat /OmniScape

This repository will provide tools and news about The OmniScape Dataset

deep-learning dataset synthetic-images gta5 gtav motorcycle semantic-segmentation fisheye depth-estimation omnidirectional depth-map instance-segmentation spherical carla-simulator catadioptric omnidirectional-images fisheye-stereo-images

UpdatedOct 23, 2020

wormpose

iteal /wormpose

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans

python machine-learning computer-vision deep-learning neural-network tensorflow synthetic-images behavior-analysis elegans worm pose-estimation c-elegans synthetic-dataset-generation tensorflow2 animal-pose-estimation tierpsy wormpose

UpdatedJul 6, 2023
Python

Sbrunoberenguel /OmniSCV

Omnidirectional Synthetic image generator for Computer Vision

computer-vision synthetic-images depth-image semantic-segmentation equirectangular-panorama fisheye-image omnidirectional-images non-central-cameras central-cameras catadioptric-cameras image-simulator

UpdatedMar 7, 2023
Python

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.

machine-learning computer-vision deep-learning keras image-processing synthetic-images data-generation image-manipulation convolutional-neural-networks automated keras-neural-networks traffic-sign-classification synthetic-data driver-assistant

UpdatedMay 28, 2018
Jupyter Notebook

crud89 /Texturize

A unified framework for example-based texture synthesis, developed alongside my master's thesis.

computer-vision computer-graphics image-processing synthetic-images image-analysis textures texture-synthesis image-analysis-workflows texture-generation texture-mapping procedural-textures image-analysis-and-processing texture-analysis

UpdatedMar 25, 2019
C++

paramrajpura /Syn2Real

Repository for Transfer Learning using Deep CNNs trained with synthetic images

computer-vision synthetic-images convolutional-neural-networks transfer-learning 3d-models

UpdatedJun 21, 2017

nphdang /FS-BBT

Black-box Few-shot Knowledge Distillation

black-box machine-learning computer-vision deep-learning synthetic-images generative-model data-generation transfer-learning knowledge-distillation data-augmentation cvae black-box-model few-shot mixup few-shot-learning conditional-variational-autoencoder few-shot-classification

UpdatedJul 19, 2022
Python

outlace /Data-Augmentation

These functions will randomly distort image data to amplify total amount of images for use in machine learning algorithms.

machine-learning synthetic-images data-augmentation synthetic-data

UpdatedApr 26, 2017
Python

DubiousCactus /hybrid-dataset-factory

A semi-synthetic dataset generation tool, specifically crafted for CNN training in drone racing.

opengl computer-vision deep-learning cnn ros dataset synthetic-images dataset-generation drone-racing synthetic-dataset-generation synthetic-datasets dronet hybrid-dataset headless-rendering

UpdatedDec 8, 2022
Python

davidemarelli /ENRICH

ENRICH: multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry

dataset synthetic-images photogrammetry 3d-reconstruction image-matching depth-estimation local-features

UpdatedMar 13, 2023

koepferl /FluxCompensator

Python version of the FluxCompensator described in Koepferl & Robitaille (ApJ, 2017)

pipeline astronomy radiative-transfer synthetic-images telescopes

UpdatedMay 31, 2018
Python

wangyida /gm-cml

Generative Model with Coordinate Metric Learning

tensorflow synthetic-images generative-model classification reconstruction 3d-models

UpdatedMay 1, 2018
Python

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.

python tensorflow synthetic-images opencv-python pascal-voc tiny-yolo darkflow

UpdatedNov 10, 2017
Python

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