These functions will randomly distort image data to amplify total amount of images for use in machine learning algorithms.
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Updated
Apr 26, 2017 - Python
These functions will randomly distort image data to amplify total amount of images for use in machine learning algorithms.
Repository for Transfer Learning using Deep CNNs trained with synthetic images
Generate realistic synthetic images using unsupervised learning techniques of Generative Adversarial Networks (GANs)
A tool to create a synthetic data set, with annotations in the Pascal VOC Format, for use in object classification and detection/tracking.
Generative Model with Coordinate Metric Learning
A list of synthetic dataset and tools for computer vision
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.
Python version of the FluxCompensator described in Koepferl & Robitaille (ApJ, 2017)
A unified framework for example-based texture synthesis, developed alongside my master's thesis.
Minimal example of domain translation using CycleGAN, applied to OCR image data.
TensorFlow implementation of "Learning from Simulated and Unsupervised Images through Adversarial Training"
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:
TF implementation of our ECCV 2018 paper: Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model
Сhess game image generation using unity3d
Tool for generating synthetic images for natural language text descriptions in English.
Generate synthetic image using DCGAN on mnist data
Create Synthetic-Images in TensorFlow using Generative Adversarial Network and Deepfakes using Keras.
This repository will provide tools and news about The OmniScape Dataset
Generate synthetic image using DCGAN on fashion mnist data
Implementation of synthetic refocusing imaging and image-based relighting.
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