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Top 10 Python Labeling Projects
Label Studio is a multi-type data labeling and annotation tool with standardized output formatProject 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.
A system for quickly generating training data with weak supervisionProject 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
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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/ :)
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.
A lightweight tool for labeling 3D bounding boxes in point clouds.
Make drawing and labeling bounding boxes easy as cake
:speedboat: Label data at scale. Fun and precision included. (by phurwicz)
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.
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
One-click image sorting/labelling script
An upgraded and improved version of the Iris automatic GCP-labeling project
Python Labeling related posts
How we used AI to automate stock sentiment classification
1 project | dev.to | 21 Feb 2023
German's NLP startup Kern AI has raised €2.7M in seed funding to accelerate its recent growth
1 project | reddit.com/r/u_technicalbeep | 16 Feb 2023
Why and how we started Kern AI (our seed funding announcement)
1 project | dev.to | 16 Feb 2023
GPT and BERT: A Comparison of Transformer Architectures
2 projects | dev.to | 9 Feb 2023
Open-source tool to label, assess and maintain natural language data. Treat training data like a software artifact!
1 project | reddit.com/r/LanguageTechnology | 25 Jan 2023
Introducing bricks, an open-source content-library for NLP
2 projects | dev.to | 8 Dec 2022
Build for Hugging Face, Rasa or Sklearn
1 project | dev.to | 6 Sep 2022
A note from our sponsor - InfluxDB
www.influxdata.com | 30 Mar 2023
What are some of the best open-source Labeling projects in Python? This list will help you: