12 results found Sort:

cleanlab
cleanlab cleanlab
684
8.9k
agpl-3.0
85
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
llms dataops datasets labeling annotation dataquality data-quality data-science noisy-labels data-analysis data-cleaning data-curation data-labeling data-profiling active-learning data-centric-ai data-validation weak-supervision outlier-detection out-of-distribution-detection
Created 2018-05-11
1,629 commits to master branch, last one 7 days ago
voxel51
fiftyone voxel51
510
6.8k
apache-2.0
53
The open-source tool for building high-quality datasets and computer vision models
python data-quality data-science data-cleaning data-curation deep-learning vector-search visualization active-learning computer-vision data-centric-ai developer-tools machine-learning object-detection unstructured-data image-classification artificial-intelligence
Created 2020-04-22
20,368 commits to develop branch, last one a day ago
Docta-ai
docta Docta-ai
173
3.0k
other
109
A Doctor for your data
data rlhf data-curation data-diagnosis language-model data-centric-ai data-centric-machine-learning
Created 2023-05-02
32 commits to master branch, last one 4 months ago
visual-layer
fastdup visual-layer
74
1.4k
other
21
fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data oper...
image python dataset data-curation deep-learning visual-search visualization image-analysis image-processing image-similarity machine-learning object-detection data-augmentation novelty-detection outlier-detection image-classfication visualization-tools image-classification image-duplicate-detection
Created 2022-05-11
1,223 commits to main branch, last one 4 months ago
Renumics
spotlight Renumics
83
1.0k
mit
18
Interactively explore unstructured datasets from your dataframe.
audio video images meshes timeseries data-curation hacktoberfest computer-vision data-centric-ai machine-learning unstructured-data data-visualization exploratory-data-analysis
Created 2023-01-29
1,464 commits to main branch, last one 2 days ago
daochenzha
data-centric-AI daochenzha
67
997
unknown
15
A curated, but incomplete, list of data-centric AI resources.
ai data-centric data-quality data-science data-curation data-centric-ai data-engineering machine-learning artificial-intelligence data-centric-machine-learning
Created 2023-03-07
68 commits to main branch, last one about a month ago
Renumics
awesome-open-data-centric-ai Renumics
36
680
cc-by-4.0
18
Curated list of open source tooling for data-centric AI on unstructured data.
nlp data-drift awesome-list noisy-labels data-curation deep-learning bias-detection explainable-ai feature-vector synthetic-data active-learning computer-vision data-centric-ai data-versioning machine-learning outlier-detection data-visualization uncertainty-estimation robust-machine-learning
Created 2023-02-27
34 commits to main branch, last one 6 months ago
getmetamapper
metamapper getmetamapper
6
76
bsd-2-clause
6
Metamapper is a data discovery and documentation platform for improving how teams understand and interact with their data.
django python metadata metamapper data-catalog data-curation data-discovery data-warehouse schema-inspection
Created 2020-06-10
201 commits to master branch, last one about a year ago
Renumics
sliceguard Renumics
1
57
mit
6
A library for detecting problematic data segments in structured and unstructured data with few lines of code.
eda python data-science data-analysis data-cleaning data-curation deep-learning visualization data-exploration machine-learning data-visualization exploratory-data-analysis
Created 2023-06-14
404 commits to main branch, last one 5 months ago
LaureBerti
Learn2Clean LaureBerti
14
45
bsd-3-clause
2
Learn2Clean: Optimizing the Sequence of Tasks for Data Preparation and Cleaning
automated data-cleaning data-curation data-preprocessing data-cleaning-pipeline reinforcement-learning
Created 2019-03-29
96 commits to master branch, last one 3 years ago
x-CK-x
Dataset-Curation-Tool x-CK-x
7
28
gpl-3.0
3
A tool for downloading from public image boards (which allow scraping) / preview your images & tags / edit your images & tags. Additional tabs for downloading other desired code repositories as well a...
tagging downloader auto-tagger data-curation dataset-manager captioning-images captioning-videos imageboard-grabber
Created 2023-05-08
217 commits to main branch, last one 4 months ago
iwangjian
TopDial iwangjian
0
26
apache-2.0
2
Code and data for "Target-oriented Proactive Dialogue Systems with Personalization: Problem Formulation and Dataset Curation" (EMNLP 2023)
data-curation personalization dialogue-systems
Created 2023-07-03
15 commits to main branch, last one about a month ago