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data-synthesis

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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.

review machine-learning survey generative-adversarial-network style-transfer data-generation data-augmentation image-augmentation data-synthesis autoaugment audio-augmentation data-augmentations augmentation-policies nlp-augmentation graph-data-augmentation

UpdatedAug 14, 2024

OpenDCAI /DataFlow

Easy Data Preparation with latest LLMs-based Operators and Pipelines.

data-science data operators data-processing data-pipelines data-cleaning data-synthesis gradio-interface llms data-agent vllm-backend sglang-bankend quick-data-processing

UpdatedSep 30, 2025
Python

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.

compression feedback survey alignment self-training multi-modal knowledge-distillation data-augmentation kd data-synthesis self-distillation instruction-following llm large-language-model supervised-finetuning

UpdatedMar 9, 2025

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.

react open-source front-end ai vue deep-learning frontend code-generation image-to-text vlm frontend-development multimodal data-synthesis design-to-code llm vision-language-model deepseek image-to-code screen-to-code

UpdatedMar 26, 2025
Python

swz30 /CycleISP

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

computer-vision pytorch image-denoising image-restoration low-level-vision data-synthesis raw2rgb cvpr2020 camera-imaging-pipeline cycleisp rgb2raw

UpdatedSep 24, 2024
Python

bpycv

DIYer22 /bpycv

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

computer-vision deep-learning blender depth dataset-generation instance-segmentation blender-python data-synthesis synthetic-datasets ycb 6dof-pose blender-cv

UpdatedAug 5, 2025
Python

weAIDB /awesome-data-llm

Official Repository of "LLM × DATA" Survey Paper

data-transformation data-acquisition data-deduplication data-filtering vlm data-selection data-synthesis data-provenance llm data-mixing

UpdatedOct 4, 2025

open-sciencelab /GraphGen

GraphGen: Enhancing Supervised Fine-Tuning for LLMs with Knowledge-Driven Synthetic Data Generation

qa knowledge-graph data-generation question-answering data-synthesis sft pretrain pretraining ai4science llm llm-training qwen xtuner llama-factory sft-data

UpdatedSep 30, 2025
Python

MrGiovanni /SyntheticTumors

[CVPR 2023] Label-Free Liver Tumor Segmentation

segmentation unet label-free data-synthesis tumor-segmentation

UpdatedSep 12, 2025
Python

DiffTumor

MrGiovanni /DiffTumor

[CVPR 2024] Generalizable Tumor Synthesis - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney

data-synthesis tumor-segmentation

UpdatedAug 9, 2025
Python

OS-Copilot /OS-Genesis

[ACL 2025] Code and data for OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

gui agents multimodal data-synthesis

UpdatedAug 31, 2025
Jupyter Notebook

DeepSoftwareAnalytics /swe-factory

SWE-Factory: Your Automated Factory for Issue Resolution Training Data and Evaluation Benchmarks

swe data-synthesis coding-agents issue-resolution

UpdatedSep 17, 2025
Python

Xiaohao-Xu /SLAM-under-Perturbation

[ICLR 2025] Scalable Benchmarking and Robust Learning for Noise-Free Ego-Motion and 3D Reconstruction from Noisy Video

benchmarking benchmark computer-vision localization mapping perception customizable slam nerf robustness data-engine data-synthesis sora world-simulation gaussian-splatting iclr2025

UpdatedApr 9, 2025
C++

hewei2001 /ReachQA

[EMNLP 2025] Distill Visual Chart Reasoning Ability from LLMs to MLLMs

data-synthesis llm mllm

UpdatedAug 25, 2025
Python

cxcscmu /Montessori-Instruct

Official repository for Montessori-Instruct: Generate Influential Training Data Tailored for Student Learning [ICLR 2025]

nlp data-synthesis llm instruction-tuning

UpdatedJan 24, 2025
Python

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

tabular-data gan generative-adversarial-networks data-evaluation synthetic-data synthetic-dataset-generation data-synthesis

UpdatedJun 21, 2023
Jupyter Notebook

jaychempan /EarthSynth

Official Code for “EarthSynth: Generating Informative Earth Observation with Diffusion Models”

remote-sensing object-detection semantic-segmentation data-synthesis diffusion-models scence-detection

UpdatedSep 25, 2025
Python

Eleanor-H /MUSTARD

Code & data for ICLR 2024 spotlight paper: 🍯MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data

machine-learning natural-language-processing theorem-proving data-synthesis automated-theorem-proving math-word-problem large-language-models ai4math complex-reasoning math-word-problem-solving

UpdatedMay 29, 2024
C++

zealscott /LDPTrace

Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.

spatial-analysis data-privacy trajectory differential-privacy data-synthesis local-differential-privacy

UpdatedNov 13, 2023
Python

jianqingzheng /def_diff_rec

[Preprint] Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis

generative-model image-manipulation image-generation image-segmentation image-analysis image-registration data-augmentation generative-models image-synthesis diffusion-model data-synthesis diffusion-models generative-ai

UpdatedSep 21, 2025
Python

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