training-data

A system for quickly generating training data with weak supervision

Training Data (Data Labeling, Annotation, Workflow) for all Data Types (Image, Video, 3D, Text, Geo, Audio, more) at scale.

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

Synthetic structured data generators

Computer vision based ML training data generation tool 🚀

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

Web application for image labeling and segmentation

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

🏖TagEditor - Annotation tool for spaCy

Natural Language Data Augmentation Tool for Conversational Systems

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

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

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

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

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

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

COVID-19 Coughs files for training AI models

🔎 Classification helper for sex classification feature of InstaPy

Data Programming by Demonstration (DPBD) for Document Classification

Full resources supporting the publication "A Pragmatic Guide to Geoparsing Evaluation."

Labeled training data for detection of aircraft in Planet satellite imagery

Interactive Weak Supervision: Learning Useful Heuristics for Data Labeling

Table compiling the list of biomedically-related corpora available for named entity recognition (and some also suitable for association detection). First version has was published as part of the paper: Dieter Galea, Ivan Laponogov, Kirill Veselkov; Exploiting and assessing multi-source data for supervised biomedical named entity recognition, Bioinformatics, bty152, https://doi.org/10.1093/bioinformatics/bty152 . If you would like to add other (or your) corpora, please submit a pull request and I'll happily approve it.

A command line interface to combine text information from subtitles with voice data in the video. Provides a convenient way to generate training data for speech-recognition purposes.

Simple Optical Character Recognizer (english-ocr-image-to-text-recognition-sample-trainig-alphabet-photo-data-database-dataset)

How to build a great chatbot by integrating Bitext Variant Generation and Rasa NLU.

A repository of NSFW images to be used for machine learning/image classification purposes

A simple implement of TransE, the ML algorithm published in 2013

Machine Learning project aimed at converting images into .obj 3D models by representing them as Blender hair-type particle systems.

AI Assisted Image and Video Training Data Labeling @ Scale