data-synthesis

There are 2 repositories 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
1643
OpenDCAI / DataFlow
Easy Data Preparation with latest LLMs-based Operators and Pipelines.
data data-cleaning data-pipelines data-processing data-science data-synthesis llms operators data-agent sglang-bankend vllm-backend gradio-interface quick-data-processing
Language:Python 1449
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
1202
Flame-Code-VLM
Flame-Code-VLM / Flame-Code-VLM
Flame is an open-source multimodal AI system designed to translate UI design mockups into high-quality React code. It leverages vision-language modeling, automated data synthesis, and structured training workflows to bridge the gap between design and front-end development.
code-generation data-synthesis frontend-development vision-language-model ai deep-learning frontend multimodal open-source react vlm deepseek design-to-code front-end image-to-code image-to-text llm vue screen-to-code
Language:Python 547
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 546
weAIDB / awesome-data-llm
Official Repository of "LLM × DATA" Survey Paper
data-acquisition data-deduplication data-filtering data-mixing data-provenance data-selection data-synthesis data-transformation llm vlm
536
bpycv
DIYer22 / bpycv
Computer vision utils for Blender (generate instance annoatation, depth and 6D pose by one line code)
6dof-pose blender blender-cv blender-python computer-vision data-synthesis dataset-generation deep-learning depth instance-segmentation synthetic-datasets ycb
Language:Python 493
open-sciencelab / GraphGen
GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation
ai4science data-generation llm-training sft-data pretrain qa qwen sft knowledge-graph llm xtuner data-synthesis llama-factory pretraining question-answering
Language:Python 483
MrGiovanni / SyntheticTumors
[CVPR 2023] Label-Free Liver Tumor Segmentation
data-synthesis label-free tumor-segmentation segmentation unet
Language:Python 363
DiffTumor
MrGiovanni / DiffTumor
[CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney
data-synthesis tumor-segmentation
Language:Python 190
OS-Copilot / OS-Genesis
[ACL 2025] Code and data for OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
agents data-synthesis gui multimodal
Language:Jupyter Notebook 167
DeepSoftwareAnalytics / swe-factory
SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks
coding-agents swe issue-resolution data-synthesis
Language:Python 93
Xiaohao-Xu / SLAM-under-Perturbation
[ICLR 2025] Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video
benchmark benchmarking computer-vision customizable data-engine data-synthesis localization mapping perception robustness slam gaussian-splatting nerf world-simulation sora iclr2025
Language:C++ 58
hewei2001 / ReachQA
[EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs
data-synthesis llm mllm
Language:Python 55
cxcscmu / Montessori-Instruct
Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]
data-synthesis instruction-tuning llm nlp
Language:Python 48
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 45
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 ai4math
Language:C++ 41
jaychempan / EarthSynth
Official Code for “EarthSynth: Generating Informative Earth Observation with Diffusion Models”
data-synthesis diffusion-models remote-sensing semantic-segmentation object-detection scence-detection
Language:Python 38
zealscott / LDPTrace
Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.
data-privacy data-synthesis differential-privacy local-differential-privacy spatial-analysis trajectory
Language:Python 27
jianqingzheng / def_diff_rec
[Preprint] Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis
data-augmentation data-synthesis diffusion-model diffusion-models generative-ai generative-model generative-models image-analysis image-generation image-manipulation image-registration image-segmentation image-synthesis
Language:Python 25
loopy
Gariscat / loopy
A data framework for music information retrieval focusing on electronic music.
music-information-retrieval data-synthesis
Language:Python 24
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 23
sebhaan / TabPFGen
TabPFGen: Synthetic Tabular Data Generation with TabPFN
bayesian data-generation data-science data-synthesis genai tabpfn tabular-data
Language:Python 23
vkit-x / vkit
Boosting Document Intelligence
data-synthesis ocr python text-detection text-detection-recognition text-recognition vkit vkit-x chineseocr computer-vision data-augmentation deep-learning image-augmentation machine-learning document-inteligence
Language:Python 23
laanlabs / FootRenderer
A data synthesizer for creating datasets of feet from a first-person perspective.
augmented-reality computer-vision data-synthesis ios machine-learning macos swift
Language:Swift 17
phrocker / nifi-datasynthesizer
Apache NiFi Data Synthesizer
nifi apache java data-generation data-synthesis
Language:Java 15
sushant1827 / 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 10
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++ 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
iWudao / Synthesizing-Realistic-Data-for-Table-Recognition
Releases for 「Synthesizing Realistic Data for Table Recognition」
data-synthesis table-recognition table-structure-recognition
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 6
oct_vesselseg
EtienneChollet / oct_vesselseg
A Label-Free and Data-Free Synthesis Engine and Training Framework for Vascular Segmentation of sOCT Data with PyTorch.
computer-vision data-synthesis machine-learning optical-coherence-tomography representation-learning
Language:Python 5
HuXiaoling / Learn2Synth
Code for ICCV'25 paper: Learn2Synth: Learning Optimal Data Synthesis using Hypergradients for Brain Image Segmentation
brain-imaging iccv2025 image-segmentation image-synthesis data-synthesis hypergradient
Language:Python 4
SynthShapes
EtienneChollet / SynthShapes
Generate Synthetic Shapes in 3D for Biomedical Image Augmentation and Synthesis.
biomedical-image-segmentation biomedical-imaging data-synthesis machine-learning
Language:HTML 2
jqwangai / SynPT
An Improved Data Synthesis Method Driven by Large Language Models for Proactively Mining Implicit User Intentions in the Chinese Tourism Domain
agent data-synthesis large-language-models tourism implicit-user-intentions proactively
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

data-synthesis

AgaMiko / data-augmentation-review

OpenDCAI / DataFlow

Tebmer / Awesome-Knowledge-Distillation-of-LLMs

Flame-Code-VLM / Flame-Code-VLM

swz30 / CycleISP

weAIDB / awesome-data-llm

DIYer22 / bpycv

open-sciencelab / GraphGen

MrGiovanni / SyntheticTumors

MrGiovanni / DiffTumor

OS-Copilot / OS-Genesis

DeepSoftwareAnalytics / swe-factory

Xiaohao-Xu / SLAM-under-Perturbation

hewei2001 / ReachQA

cxcscmu / Montessori-Instruct

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

Eleanor-H / MUSTARD

jaychempan / EarthSynth

zealscott / LDPTrace

jianqingzheng / def_diff_rec

Gariscat / loopy

MatthewCYM / GenSE

sebhaan / TabPFGen

vkit-x / vkit

laanlabs / FootRenderer

phrocker / nifi-datasynthesizer

sushant1827 / Trigger-Word-Detection

xuguodong1999 / pen-simulator

ArenaGrenade / bpycv3d

iWudao / Synthesizing-Realistic-Data-for-Table-Recognition

Smithsonian / CCN-Data-Library

EtienneChollet / oct_vesselseg

HuXiaoling / Learn2Synth

EtienneChollet / SynthShapes

jqwangai / SynPT

PD-Mera / object-detection-data-synthesis