data-labeling

There are 17 repositories under data-labeling topic.

label-studio
HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
computer-vision deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling image-labelling-tool boundingbox image-classification annotations semantic-segmentation dataset datasets label-studio data-labeling text-annotation yolo mlops
Language:JavaScript 16717
doccano / doccano
Open source annotation tool for machine learning practitioners.
natural-language-processing machine-learning annotation-tool python datasets dataset data-labeling text-annotation nuxtjs vue vuejs nuxt
Language:Python 9038
cleanlab / cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
weak-supervision data-cleaning data-quality data-science noisy-labels data-centric-ai out-of-distribution-detection outlier-detection active-learning data-labeling data-profiling data-validation data-analysis labeling data-curation annotation dataops dataquality llms datasets
Language:Python 8813
HumanSignal / awesome-data-labeling
A curated list of awesome data labeling tools
image-annotation video-annotation audio-annotation-tool audio-annotation image-labeling image-labeling-tool awesome awesome-list bounding-box annotation labeling labeling-tool annotation-tool semantic-segmentation deep-learning 3d-annotation lidar data-labeling label-images label-videos
3516
refinery
code-kern-ai / refinery
The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.
annotations data-centric-ai data-labeling deep-learning labeling labeling-tool machine-learning natural-language-processing neural-search nlp text-annotation transformers python human-in-the-loop spacy artificial-intelligence data-science text-classification active-learning supervised-learning
Language:Python 1365
compose
alteryx / compose
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
machine-learning automl prediction-engineering prediction-problem data-science labeling-tool labeling ai training-data data-labeling
Language:Python 473
shoumikchow / bbox-visualizer
Make drawing and labeling bounding boxes easy as cake
computer-vision computer-vision-tools cv labeling data-labeling object-detection object-recognition bboxes python3 deep-learning image-annotation annotations annotation image-labeling image-labeling-tool bounding-boxes bounding-box boundingbox
Language:Python 377
Slava / label-tool
Web application for image labeling and segmentation
image-label image-labeling image-labeling-tool computer-vision machine-learning training-data segmentation labelme computer-vision-tools image-annotation boundingbox data-labeling sematic-segmentation
Language:JavaScript 341
hover
phurwicz / hover
:speedboat: Label data at scale. Fun and precision included.
visualization machine-learning bokeh data-labeling supervised-learning bulk-labeling text-classification image-classification audio-classification annotation-tool labeling-tool text-labeling audio-labeling image-labeling labeling
Language:Python 316
dataqa / nlp-labelling
Labelling platform for text using weak supervision.
annotation-tool data-labeling data-science learning-with-limited-labeled-data learning-with-noisy-labels natural-language-processing ner nlp nlp-machine-learning pseudo-labeling search-engine text-annotation-tool text-classification text-mining weak-supervision
Language:JavaScript 257
samueldobbie / markup
A web-based document annotation tool, powered by GPT-4 :rocket:
active-learning text-annotation natural-language-processing annotation-tool machine-learning sequence-to-sequence nlp data-science text-annotation-tool data-labeling ner named-entity-recognition gpt-4
Language:TypeScript 234
toloka-kit
Toloka / toloka-kit
Toloka-Kit is a Python library for working with Toloka API.
annotation api crowd crowdsourcing data-labeling data-mining data-science engineers label machine-learning pipelines python python3 toloka toloka-crowdsourcing toloka-kit
Language:Python 199
doccano / awesome-annotation-tools
A curated list of awesome data annotation tools
annotation annotation-tool awesome awesome-list data-labeling
182
HumanSignal / label-studio-transformers
Label data using HuggingFace's transformers and automatically get a prediction service
label-studio nlp transformers natural-language-processing natural-language-understanding bert pytorch-transformers text-labeling data-labeling
Language:Python 173
infinitylogesh / mutate
A library to synthesize text datasets using Large Language Models (LLM)
nlp-library text-generation language-model data-augmentation data-labeling
Language:Python 149
gereleth / jupyter-bbox-widget
A Jupyter widget for annotating images with bounding boxes
jupyter-widget notebook annotations bbox bounding-boxes data-labeling jupyter image-annotation labeling-tool python
Language:Python 98
villagecomputing / superpipe
Superpipe - optimized LLM pipelines for structured data
classification data-extraction data-labeling llm llm-evaluation llm-optimization structured-data
Language:Python 98
doccano / doccano-client
A simple client for doccano API.
doccano annotation machine-learning natural-language-processing api-wrapper api-client data-labeling text-annotation upload-file python dataset active-learning
Language:Python 78
HuangCongQing / awesome-data-labeling-tools
图像images/点云point clouds标注工具汇总
data-labeling data-labeling-tools labeling-tool
74
expectedparrot / edsl
Design, conduct and analyze results of AI-powered surveys and experiments. Simulate social science and market research with large numbers of AI agents and LLMs.
anthropic data-labeling deepinfra domain-specific-language experiments llama2 llm llm-agent llm-framework llm-inference market-research mixtral open-source openai python social-science surveys synthetic-data
Language:Python 62
CyberAgent / fast-annotation-tool
FAST is an annotation tool that focuses on mobile devices. https://aclanthology.org/2021.emnlp-demo.41/
annotation-tool dataset text-annotation machine-learning natural-language-processing data-labeling react firebase google-cloud
Language:TypeScript 54
honghanhh / coursera-practical-data-science-specialization
Solutions on Practical Data Science Specialization on Coursera (offered by deeplearning.ai)
data-science bert mlops abtesting model-deployment data-labeling automl statistical-data bias-detection aws-sagemaker pandas matplotlib
Language:Jupyter Notebook 53
Zhenye-Na / crnn-pytorch
✍️ Convolutional Recurrent Neural Network in Pytorch | Text Recognition
deep-learning text-recognition full-stack computer-vision natural-language-processing emnist-dataset iam-lines-dataset data-augmentations data-labeling crnn-ocr serving-predictions
Language:Jupyter Notebook 49
amusi / awesome-data-label-tools
开源的标注工具大全（含2D图像/视频/3D点云等）
data-labeling data-label labeling-tool annotation-tool image-labeling image-label image-labeling-tool labeling label-images label-videos labeled-data
48
Acharya
astutic / Acharya
A Data Centric NER annotation tool for your Named Entity Recognition projects
mlops data-centric ai named-entity-recognition ner machine-learning natural-language-processing datasets annotation-tool text-annotation text-annotation-tool data-labeling data-labeling-tools annota annotation-processing data-centric-ai data-quality data-quality-monitoring
47
datagym-ai / datagym-core
Open source annotation and labeling tool for image and video assets
computer-vision image-annotation annotation video-annotation annotations dataset labeling semantic-segmentation labeling-tool label-images bounding-box image-labeling-tool label-videos data-labeling video-labeling image-labeling
Language:Java 38
doccano / auto-labeling-pipeline
doccano auto labeling pipeline helps doccano to annotate a document automatically.
doccano machine-learning natural-language-processing annotation-tool python data-labeling text-annotation
Language:Python 38
megagonlabs / ruler
Data Programming by Demonstration (DPBD) for Document Classification
data-programming data-science training-data weak-supervision machine-learning data-labeling
Language:Jupyter Notebook 36
megagonlabs / tagruler
Data programming by demonstration for information extraction and span annotation
weak-supervision data-programming data-programming-by-demonstration data-labeling machine-learning
Language:JavaScript 35
microsoft / OneLabeler
A system for building labeling tools
annotation data-labeling interactive-machine-learning visual-programming
Language:Vue 33
benbo / interactive-weak-supervision
Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling
weak-supervision data-programming data-labeling active-weak-supervision interactive-weak-supervision machine-learning training-data
Language:Python 30
explosion / vscode-prodigy
🧬 A VS Code extension for annotating data with Prodigy
vscode-extension data-labeling data-labeling-tools vscode spacy nlp prodigy data-science data-annotation labeling-tool annotation-tool
Language:TypeScript 29
HumanSignal / pyheartex
Heartex Python SDK - Connect your own models to Heartex Data Labeling
annotations data-labeling deeplearning pytorch tensorflow
Language:Python 28
rafaelsandroni / gpt3-data-labeling
Data labeling using few shot learning GPT-3.
gpt3 data-labeling nlp
Language:Jupyter Notebook 25
cleanlab / cleanlab-studio
Client interface for all things Cleanlab Studio
annotations automl computer-vision data-centric-ai data-cleaning data-curation data-labeling data-profiling data-quality data-science data-validation image-classification llm machine-learning model-deployment natural-language-processing noisy-labels outlier-detection structured-data text-classification
Language:Python 21
segments-ai / segments-ai
Segments.ai Python SDK
computer-vision data-labeling deep-learning labeling-tool annotation dataset image-annotation panoptic-segmentation pointcloud pointcloud-segmentation robotics semantic-segmentation pointcloud-detection
Language:Python 20

data-labeling

HumanSignal / label-studio

doccano / doccano

cleanlab / cleanlab

HumanSignal / awesome-data-labeling

code-kern-ai / refinery

alteryx / compose

shoumikchow / bbox-visualizer

Slava / label-tool

phurwicz / hover

dataqa / nlp-labelling

samueldobbie / markup

Toloka / toloka-kit

doccano / awesome-annotation-tools

HumanSignal / label-studio-transformers

infinitylogesh / mutate

gereleth / jupyter-bbox-widget

villagecomputing / superpipe

doccano / doccano-client

HuangCongQing / awesome-data-labeling-tools

expectedparrot / edsl

CyberAgent / fast-annotation-tool

honghanhh / coursera-practical-data-science-specialization

Zhenye-Na / crnn-pytorch

amusi / awesome-data-label-tools

astutic / Acharya

datagym-ai / datagym-core

doccano / auto-labeling-pipeline

megagonlabs / ruler

megagonlabs / tagruler

microsoft / OneLabeler

benbo / interactive-weak-supervision

explosion / vscode-prodigy

HumanSignal / pyheartex

rafaelsandroni / gpt3-data-labeling

cleanlab / cleanlab-studio

segments-ai / segments-ai