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snorkel-team /snorkel

Star5.9k

A system for quickly generating training data with weak supervision

python data-science machine-learning ai weak-supervision snorkel labeling data-augmentation training-data data-slicing

UpdatedMay 2, 2024
Python

diffgram /diffgram

Star1.9k

The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.

kubernetes data-science data machine-learning deep-learning image-annotation annotation video-annotation annotations data-analytics labeling datastore datasets annotation-tool data-annotation training-data

UpdatedNov 18, 2024
Python

ydataai /ydata-synthetic

Star1.6k

Synthetic data generators for tabular and time-series data

machine-learning timeseries deep-learning time-series python3 pytorch generative-adversarial-network gan gans synthetic-data training-data datagenerator tensorflow2 gan-architectures datageneration

UpdatedDec 15, 2025
Jupyter Notebook

NorskRegnesentral /skweak

Star926

skweak: A software toolkit for weak supervision applied to NLP tasks

python data-science natural-language-processing weak-supervision spacy nlp-library nlp-machine-learning distant-supervision training-data

UpdatedSep 2, 2024
Python

OvidijusParsiunas /myvision

Sponsor

Star606

Computer vision based ML training data generation tool 🚀

machine-learning image ai computer-vision image-annotation annotation tensorflow label model tagging ml vision vgg yolo coco labelling object-detection annotation-tool labeling-tool training-data

UpdatedFeb 15, 2025
JavaScript

alteryx /compose

Star511

A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.

data-science machine-learning ai labeling automl prediction-problem labeling-tool training-data data-labeling prediction-engineering

UpdatedMar 31, 2025
Python

sparkfish /augraphy

Sponsor

Star491

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

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

UpdatedJul 20, 2025
Python

a-maliarov /amazoncaptcha

Star486

Pure Python, lightweight, Pillow-based solver for Amazon's text captcha.

amazon captcha pillow python3 data-extraction captcha-solver training-data amazon-scraper amazon-captcha amazoncaptcha

UpdatedDec 8, 2025
Python

alibaba /page-agent

Star420

JavaScript in-page GUI agent. Control web interfaces with natural language.

javascript nlp agent typescript web ai ui-automation browser-automation ai-agents training-data

UpdatedDec 17, 2025
TypeScript

Slava /label-tool

Star352

Web application for image labeling and segmentation

machine-learning computer-vision image-annotation segmentation image-label labelme boundingbox image-labeling computer-vision-tools training-data sematic-segmentation image-labeling-tool data-labeling

UpdatedDec 9, 2022
JavaScript

d5555 /TagEditor

Star193

🏖TagEditor - Annotation tool for spaCy

nlp data-science machine-learning natural-language-processing annotation spacy named-entities named-entity-recognition neural-networks annotation-tool text-annotation coreference-resolution labeling-tool training-data tagging-tool text-tagging spacy-visualizer neuralcoref

UpdatedSep 23, 2022

Geocene /trainset

Star179

A lightweight web application for brushing labels onto time series data; useful for building training sets.

machine-learning labeling painting brushing labeling-tool time-series-classification training-data

UpdatedMar 4, 2023
JavaScript

KennethEnevoldsen /augmenty

Star156

Augmenty is an augmentation library based on spaCy for augmenting texts.

python nlp natural-language-processing text-classification spacy augmentation training-data nlproc spacy-nlp spacy-extension text-augmentation

UpdatedMay 24, 2024
Python

avinashsen707 /AUBOi5-D435-ROS-DOPE

Star122

Aubo i5 Dual Arm Collaborative Robot - RealSense D435 - 3D Object Pose Estimation - ROS

deep-learning ubuntu thesis blender dope ros dataset object-detection weights ros-wrapper pose-estimation training-data aubo-robot customdataset ndds camera-node

UpdatedJun 22, 2022
C++

tzano /fountain

Star115

Natural Language Data Augmentation Tool for Conversational Systems

natural-language chatbot nlu data-generator conversational-ai training-data

UpdatedDec 26, 2022
Python

enginBozkurt /carla-training-data

Star109

Generating training data from the Carla driving simulator in the KITTI dataset format

deep-learning artificial-intelligence self-driving-car autonomous-driving autonomous-vehicles kitti-dataset training-data carla-simulator

UpdatedMay 21, 2019
Python

rahul051296 /small-talk-rasa-stack

Star85

Collection of casual conversations that can be used with the Rasa Stack

smalltalk rasa-nlu conversational-ai training-data rasa-core dialogflow

UpdatedMay 25, 2020
Python

google-research-datasets /swim-ir

Star49

SWIM-IR is a Synthetic Wikipedia-based Multilingual Information Retrieval training set with 28 million query-passage pairs spanning 33 languages, generated using PaLM 2 and summarize-then-ask prompting.

multilingual nlp machine-learning natural-language-processing information-retrieval deep-learning datasets cross-lingual training-data neural-information-retrieval