Utilizing synthetic images to enhance the automated recognition of small-sized construction tools

Generate synthetic image using DCGAN on fashion mnist data

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.

Generate synthetic image using DCGAN on mnist data

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

Implementation of synthetic refocusing imaging and image-based relighting.

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

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.

'Robust Deepfake Detection' project for the Deep Learning course at ETH Zurich, 2021. Authors (alphabetic): David Kamm, Nicolas Muntwyler, Alexander Timans, Moritz Vandenhirtz.

Binary classification algorithm and synthetic images generator based on network theory

Сhess game image generation using unity3d

Black-box Few-shot Knowledge Distillation

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

A tool to create a synthetic data set, with annotations in the Pascal VOC Format, for use in object classification and detection/tracking.

Generate realistic synthetic images using unsupervised learning techniques of Generative Adversarial Networks (GANs)

Tool for generating synthetic images for natural language text descriptions in English.

A list of synthetic dataset and tools for computer vision

Minimal example of domain translation using CycleGAN, applied to OCR image data.

Generated mold