Top 10 Python Labeling Projects

label-studio

16 12,420 9.5 Python

Label Studio is a multi-type data labeling and annotation tool with standardized output format

Project mention: Preprocessing data for CNN tips? | reddit.com/r/deeplearning | 2023-02-10

I’m fairly new to deep learning and learning as I got so sorry if this is very basic, but I’m working on a model for detecting invasive coconut rhinoceros beetles destroying palm trees using drone photography. The 1080p photos I’m given were taken 250ft AGL and were cropped into equal size smaller images with some having one or more palm trees and some having none. Im using I’m using labelStudio to generate the XML files that point to their jpg counterparts path.
snorkel

2 5,454 6.2 Python

A system for quickly generating training data with weak supervision

Project mention: [P] We are building a curated list of open source tooling for data-centric AI workflows, looking for contributions. | reddit.com/r/MachineLearning | 2023-03-03

The paid product came out of an open source tool: https://github.com/snorkel-team/snorkel
InfluxDB

www.influxdata.com
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Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.
refinery

20 1,145 7.7 Python

The data scientist's open-source choice to scale, assess and maintain natural language data. Treat training data like a software artifact.

Project mention: [P] We are building a curated list of open source tooling for data-centric AI workflows, looking for contributions. | reddit.com/r/MachineLearning | 2023-03-03

You definitely forgot https://www.kern.ai/ :)
compose

1 411 6.0 Python

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

Project mention: 20+ Free Tools & Resources for Machine Learning | dev.to | 2022-03-31

Compose Compose targets labeling raw data, allowing you to set labeling functions for your data in Python in order to make the labeling process easier.
labelCloud

0 384 5.1 Python

A lightweight tool for labeling 3D bounding boxes in point clouds.
bbox-visualizer

0 327 2.9 Python

Make drawing and labeling bounding boxes easy as cake
hover

0 296 8.1 Python

:speedboat: Label data at scale. Fun and precision included. (by phurwicz)
Sonar

www.sonarsource.com
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Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
turkle

1 130 10.0 Python

Django-based clone of Amazon's Mechanical Turk service running in your local environment.

Project mention: Open Sourced Crowdsourcing tool | reddit.com/r/opensource | 2022-10-26
image-sorter2

0 76 0.0 Python

One-click image sorting/labelling script
iris3

0 49 6.5 Python

An upgraded and improved version of the Iris automatic GCP-labeling project

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2023-03-03.