data-synthesis

List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)

Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs

Apache NiFi Data Synthesizer

A data synthesizer for creating datasets of feet from a first-person perspective.

Official implementaion of EMNLP 2022 paper "Generate, Discriminate, and Contrast: A Semi-Supervised Sentence Representation Learning Framework"

FMRI data augmentation via synthesis, The IEEE International Symposium on Biomedical Imaging (ISBI'19)

Coursera - RNN Programming Assignment: In this project, we will construct a speech dataset and implement an algorithm for trigger word detection (sometimes also called keyword detection, or wake word detection).

echoseq R package - Synthetic-data generator: replication and simulation of molecular and clinical data

Since the times of d'Alembert, Lagrange and Euler humans like to add fictitious dimensions to their real-world physical and mathematical problems. This art was perfected in the XX-th century by Heisenberg, Pauli and Dirac in their 'matrix mechanics'. In the XXI-st century we can contribute to this proud tradition too, we have computers! :)

Website of the ready4 suite of tools for data synthesis and modelling in mental health