Search Results - RepositoryStats

AutoPrompt Eladlev

146

1.8k

apache-2.0

10

A framework for prompt tuning using Intent-based Prompt Calibration

prompt-tuning prompt-engineering synthetic-dataset-generation

Created 2023-12-02

146 commits to main branch, last one 4 days ago

distilabel argilla-io

70

1.1k

apache-2.0

12

⚗️ distilabel is a framework for synthetic data and AI feedback for AI engineers that require high-quality outputs, full data ownership, and overall efficiency.

ai llms rlhf rlaif openai python huggingface synthetic-data synthetic-dataset-generation

Created 2023-10-16

618 commits to main branch, last one 2 days ago

com.unity.perception Unity-Technologies

172

892

other

37

Perception toolkit for sim2real training and validation in Unity

detection perception segmentation deep-learning computer-vision pose-estimation machine-learning object-detection domain-randomization synthetic-dataset-generation

Created 2020-04-03

1,436 commits to main branch, last one about a year ago

DataDreamer datadreamer-dev

39

722

mit

8

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤

gpt llm nlp llms llmops openai python pytorch alignment fine-tuning nlp-library transformers deep-learning synthetic-data machine-learning instruction-tuning natural-language-processing synthetic-dataset-generation

Created 2023-06-02

68 commits to main branch, last one about a month ago

pygraft nicolas-hbt

44

654

mit

13

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

Created 2023-09-07

42 commits to master branch, last one 5 months ago

thisrepositorydoesnotexist paulbricman

41

582

unknown

17

A curated list of awesome projects which use Machine Learning to generate synthetic content.

synthetic-data synthetic-images generation-algorithms synthetic-dataset-generation generative-adversarial-network

Created 2019-02-19

50 commits to master branch, last one about a year ago

bonito BatsResearch

38

572

bsd-3-clause

13

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

gpt llm synthetic-data task-adaptation domain-adaptation zero-shot-learning synthetic-dataset-generation

Created 2024-02-25

25 commits to main branch, last one 15 days ago

SynthDet Unity-Technologies

54

351

apache-2.0

18

SynthDet - An end-to-end object detection pipeline using synthetic data

detection deep-learning synthetic-data computer-vision pose-estimation machine-learning object-detection synthetic-dataset domain-randomization synthetic-dataset-generation

Created 2020-03-26

157 commits to master branch, last one 11 months ago

augraphy sparkfish

40

312

mit

11

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

data-pipeline training-data crappification synthetic-data computer-vision image-processing machine-learning data-augmentation deep-neural-networks augmentation-pipeline synthetic-dataset-generation

Created 2021-05-31

1,006 commits to dev branch, last one 2 months ago

PeopleSansPeople Unity-Technologies

33

299

apache-2.0

26

Unity's privacy-preserving human-centric synthetic data generator

Created 2021-08-24

240 commits to main branch, last one 3 months ago

pydbgen tirthajyoti

59

298

mit

11

Random dataframe and database table generator

python sqlite sqlite3 database fake-data generator data-science synthetic-data data-generation pandas-dataframe random-generation synthetic-dataset-generation

Created 2018-03-10

73 commits to master branch, last one 3 years ago

DoppelGANger fjxmlzn

72

282

bsd-3-clause-clear

6

[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

gan gans privacy datasets fidelity timeseries time-series doppelganger synthetic-data dataset-generation synthetic-data-generator synthetic-data-generation synthetic-dataset-generation generative-adversarial-network

Created 2019-09-28

26 commits to master branch, last one 7 months ago

datagene firmai

23

193

unknown

5

DataGene - Identify How Similar TS Datasets Are to One Another (by @firmai)

finance encoding synthesizers decomposition model-checking synthetic-data data-structures similarity-score distance-measures testing-framework dataset-generation dataset-similarity similarity-measures data-transformations distance-calculations predictive-maintenance transformation-recipes synthetic-dataset-generation

Created 2020-05-09

144 commits to master branch, last one 2 years ago

REaLTabFormer worldbank

22

192

mit

4

A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation.

gpt gpt-2 tabular-data transformers deep-learning seq2seq-model synthetic-data data-generation synthetic-dataset-generation

Created 2022-11-07

31 commits to main branch, last one about a month ago

awesome-synthetic-datasets davanstrien

9

178

cc-by-sa-4.0

7

awesome synthetic (text) datasets

ai llms datasets awesome-list synthetic-data synthetic-dataset-generation

Created 2024-02-21

38 commits to main branch, last one a day ago

DeFMO rozumden

24

169

mit

4

[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

dataset cvpr2021 deblurring motion-blur deep-learning fast-moving-objects semi-supervised-learning temporal-super-resolution disentangled-representations synthetic-dataset-generation

Created 2021-02-06

52 commits to master branch, last one 2 years ago

Dataset_Utilities NVIDIA

22

126

other

9

NVIDIA Dataset Utilities (NVDU)

deep-learning visualization pose-estimation synthetic-dataset-generation

Created 2018-07-12

15 commits to master branch, last one 4 years ago

LLM2LLM SqueezeAILab

8

126

mit

6

[ACL 2024] LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

llm nlp llms llama llama2 transformer data-augmentation natural-language-processing synthetic-dataset-generation

Created 2024-03-21

3 commits to main branch, last one 3 months ago

OpenRooms ViLab-UCSD

8

124

mit

7

This is the dataset and code release of the OpenRooms Dataset. For more information, please refer to our webpage below. Thanks a lot for your interest in our research!

robotics inverse-rendering scene-understanding synthetic-dataset-generation

Created 2021-05-17

110 commits to main branch, last one 3 months ago

bedlam_render PerceivingSystems

6

119

other

5

BEDLAM (CVPR 2023) render pipeline tools

smpl-x unreal-engine-5 synthetic-images synthetic-dataset-generation

Created 2023-06-20

9 commits to main branch, last one 2 months ago

magpie magpie-align

18

116

mit

4

Official repository for "Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing"

llm nlp phi3 paper qwen2 llama2 llama3 alignment synthetic-data synthetic-dataset-generation

Created 2024-06-12

24 commits to main branch, last one a day ago

VQASynth remyxai

5

114

unknown

5

Compose multimodal datasets 🎹

data-pipeline data-processing dataset-generation multimodal-datasets multimodal-deep-learning synthetic-dataset-generation

Created 2024-02-17

63 commits to main branch, last one 3 months ago

LegoBrickClassification jtheiner

22

93

unknown

6

Repository to identify Lego bricks automatically only using images

lego dataset transfer-learning image-classification synthetic-dataset-generation

Created 2018-09-18

43 commits to master branch, last one 3 years ago

Dataset-Diffusion VinAIResearch

3

85

agpl-3.0

2

Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)

diffusion-models semantic-segmentation synthetic-dataset-generation

Created 2023-09-25

10 commits to main branch, last one 8 months ago

NetShare netsharecmu

21

73

bsd-3-clause-clear

8

(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare

Created 2022-06-15

167 commits to master branch, last one 8 months ago

deid-examples privateai

1

69

mit

3

Examples scripts that showcase how to use Private AI Text to de-identify, redact, hash, tokenize, mask and synthesize PII in text.

Created 2021-11-18

87 commits to main branch, last one 26 days ago

discus discus-labs

6

61

mit

1

A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ

gpt llms gpt-4 openai python ner-data fine-tuning llm-datasets llm-training synthetic-data fine-tuning-llm large-language-models huggingface-transformers synthetic-dataset-generation

Created 2023-07-17

37 commits to main branch, last one 7 months ago

nbsynthetic NextBrain-ai

10

58

mit

0

nbsynthetic is simple and robust tabular synthetic data generation library for small and medium size datasets

gan synthetic-data data-centric-ai data-augmentation synthetic-dataset-generation generative-adversarial-network

Created 2022-08-29

246 commits to master branch, last one about a year ago

3d-dl 921kiyo

20

53

mit

7

Synthetic Dataset Generation for Object-to-model Deep Learning

deep-learning synthetic-data computer-vision machine-learning synthetic-dataset-generation

Created 2018-07-28

833 commits to master branch, last one 2 years ago

recurrent-defocus-deblurring-synth-dual-pixel Abdullah-Abuolaim

9

46

apache-2.0

5

Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis...

dataset datasets autofocus dual-pixel deeplearning defocus-blur deep-learning depth-of-field synthetic-data computer-vision defocus-deblurring deep-neural-networks computational-photography recurrent-neural-networks synthetic-dataset-generation

Created 2020-12-04

13 commits to master branch, last one 2 years ago