data-synthesis

There are 1 repository under data-synthesis topic.

AgaMiko / data-augmentation-review
List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.
data-augmentation data-synthesis data-generation generative-adversarial-network review survey style-transfer machine-learning augmentation-policies data-augmentations autoaugment graph-data-augmentation image-augmentation audio-augmentation nlp-augmentation
1565
swz30 / CycleISP
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
image-denoising data-synthesis camera-imaging-pipeline low-level-vision cycleisp computer-vision image-restoration pytorch rgb2raw raw2rgb cvpr2020
Language:Python 472
bpycv
DIYer22 / bpycv
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
blender blender-cv computer-vision data-synthesis deep-learning instance-segmentation ycb depth synthetic-datasets dataset-generation 6dof-pose blender-python
Language:Python 457
MrGiovanni / SyntheticTumors
[CVPR 2023] Label-Free Liver Tumor Segmentation
data-synthesis label-free tumor-segmentation segmentation unet
Language:Python 269
Tebmer / Awesome-Knowledge-Distillation-of-LLMs
This repository collects papers for "A Survey on Knowledge Distillation of Large Language Models". We break down KD into Knowledge Elicitation and Distillation Algorithms, and explore the Skill & Vertical Distillation of LLMs.
data-augmentation instruction-following kd knowledge-distillation large-language-model llm self-training survey compression data-synthesis feedback multi-modal self-distillation alignment supervised-finetuning
265
Baukebrenninkmeijer / On-the-Generation-and-Evaluation-of-Synthetic-Tabular-Data-using-GANs
Repository for the results of my master thesis, about the generation and evaluation of synthetic data using GANs
synthetic-data synthetic-dataset-generation gan generative-adversarial-networks tabular-data data-synthesis data-evaluation
Language:Jupyter Notebook 40
Xiaohao-Xu / SLAM-under-Perturbation
Towards noisy world simulation: A customizable perturbation synthesis pipeline for the evaluation of SLAM robustness under perturbation.
benchmark benchmarking computer-vision customizable data-engine data-synthesis localization mapping perception robustness slam gaussian-splatting nerf world-simulation sora
27
loopy
Gariscat / loopy
A data framework for music information retrieval focusing on electronic music.
music-information-retrieval data-synthesis
Language:Python 22
MatthewCYM / GenSE
Official implementaion of EMNLP 2022 paper "Generate, Discriminate, and Contrast: A Semi-Supervised Sentence Representation Learning Framework"
data-synthesis sentence-embeddings
Language:Python 22
vkit-x / vkit
Boosting Document Intelligence
chineseocr computer-vision data-augmentation data-synthesis deep-learning document-inteligence image-augmentation machine-learning ocr python text-detection text-detection-recognition text-recognition vkit vkit-x
Language:Python 22
Eleanor-H / MUSTARD
Code & data for ICLR 2024 spotlight paper: 🍯MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data
automated-theorem-proving complex-reasoning data-synthesis large-language-models machine-learning math-word-problem math-word-problem-solving natural-language-processing theorem-proving
Language:C++ 20
laanlabs / FootRenderer
A data synthesizer for creating datasets of feet from a first-person perspective.
computer-vision augmented-reality machine-learning data-synthesis swift ios macos
Language:Swift 15
phrocker / nifi-datasynthesizer
Apache NiFi Data Synthesizer
nifi apache java data-generation data-synthesis
Language:Java 14
zealscott / LDPTrace
Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.
data-privacy data-synthesis differential-privacy local-differential-privacy trajectory spatial-analysis
Language:Python 14
sushantdhumak / Trigger-Word-Detection
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).
trigger-word-detection data-synthesis spectrogram keras-tensorflow
Language:Jupyter Notebook 7
ArenaGrenade / bpycv3d
Blender Python Package for extracting internal data from blender scenes for 3d related data generation purposes.
blender blender-addon blender-cv data-synthesis dataset-generation deep-learning gbuffer python synthetic-data synthetic-dataset-generation
Language:Python 6
Smithsonian / CCN-Data-Library
The Coastal Carbon Network Data Library: An open-source database featuring carbon data from tidal wetlands around the world
data-synthesis open-source wetland-science coastal-carbon-network
Language:HTML 4
KelestZ / ICW-GANs
FMRI data augmentation via synthesis, The IEEE International Symposium on Biomedical Imaging (ISBI'19)
fmri gans deep-learning data-synthesis
Language:Python 2
PD-Mera / object-detection-data-synthesis
Synthesis data in YOLO format given background and object images
data-synthesis yolo
Language:Python 2
hruffieux / echoseq
echoseq R package - Synthetic-data generator: replication and simulation of molecular and clinical data
clinical-data replication simulation data-synthesis generator
Language:R 1
michelhilg / data-synthesis
This GitHub repository showcases my bachelor thesis which is focused on exploring the application and comparison of various deep generative models for synthetic image augmentation in manufacturing domain.
data-synthesis deep-generative-models denoising-diffusion generative-adversarial-network image-classification image-processing manufacturing synthetic-augmentation variational-autoencoder metal-surface-defect-detection
Language:Jupyter Notebook 1
pamudu123 / BEE_counting
Counting Bees
byte-tracking data-synthesis yolov8
Language:Jupyter Notebook 1
xuguodong1999 / pen-simulator
data synthesis for simulation of pen-based interaction
data-synthesis digital-ink instruct-gpt crohme ocr ocsr reinforcement-learning-environments handwriting-data handwriting-generation handwriting-simulator handwriting-synthesis crohme2023
Language:C++ 1
data-programming / fictitious-dimensions
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! :)
fictitious-dimensions fabricated-data data-synthesis curse-of-dimensionality-solution generalized-dalembert-principle
0
avishagnevo / VaccineMatchAnalysis
Comprehensive reproduction of the paper "BNT162b2 mRNA Covid-19 Vaccine in a Nationwide Mass Vaccination Setting" by Noa Dagan, MD, et al., assisted by Professor Yair Goldberg. This statistical project explores vaccination's multifaceted impact on infection rates, employing synthetic data, advanced matching, and sophisticated statistical analysis.
data-synthesis propensity-score-matching statistical-analysis
Language:Python
homayounsr / Sentiment-Classification-using-IMDB-reviews
For this project, I aimed to perform sentiment analysis on IMDB movie reviews. My dataset consisted of over 36,000 reviews, each accompanied by movie ratings ranging from 0 to 10. The primary objective was to construct a machine learning model capable of categorizing reviews into three sentiment classes: negative, neutral, and positive.
data-synthesis machine-learning pca webscraping xgboost
Language:Jupyter Notebook
JohannesWiesner / nisynth
A repository for synthesizing and simulating MRI images
brain-imaging brain-mri data-synthesis neuroscience python
Language:Python
lone17 / DECAF
Data Utility Improvement Experiment for DECAF
data-synthesis fairness-ml tabular-data
Language:Python
ready4web
ready4-dev / ready4web
Website of the ready4 suite of tools for data synthesis and modelling in mental health
mental health policy simulation data-synthesis health-economics
Language:HTML
wbuchanan / sdpConvening2023
Repository for Slide Deck and Code Examples for talk at SDP Convening 2023
gan synthetic-data synthpop cart ctgan data-synthesis privacy-protection statistical-disclosure-control
Language:HTML
ZhengtongYan / Daisy
ai4db data-synthesis gan generative-adversarial-network
Language:Python

data-synthesis

AgaMiko / data-augmentation-review

swz30 / CycleISP

DIYer22 / bpycv

MrGiovanni / SyntheticTumors

Tebmer / Awesome-Knowledge-Distillation-of-LLMs

Baukebrenninkmeijer / On-the-Generation-and-Evaluation-of-Synthetic-Tabular-Data-using-GANs

Xiaohao-Xu / SLAM-under-Perturbation

Gariscat / loopy

MatthewCYM / GenSE

vkit-x / vkit

Eleanor-H / MUSTARD

laanlabs / FootRenderer

phrocker / nifi-datasynthesizer

zealscott / LDPTrace

sushantdhumak / Trigger-Word-Detection

ArenaGrenade / bpycv3d

Smithsonian / CCN-Data-Library

KelestZ / ICW-GANs

PD-Mera / object-detection-data-synthesis

hruffieux / echoseq

michelhilg / data-synthesis

pamudu123 / BEE_counting

xuguodong1999 / pen-simulator

data-programming / fictitious-dimensions

avishagnevo / VaccineMatchAnalysis

homayounsr / Sentiment-Classification-using-IMDB-reviews

JohannesWiesner / nisynth

lone17 / DECAF

ready4-dev / ready4web

wbuchanan / sdpConvening2023

ZhengtongYan / Daisy