Top 8 image-labeling Open-Source Projects

• label-studio

  50 16,546 9.8 JavaScript

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

  

Project mention: Annotation is dead | dev.to | 2024-04-26

If instead you have a cohort on hand — -i.e., you do not want to send your data to a third party for any reason, or perhaps you have energetic undergrads — -then you could alternatively consider local, open-source annotation such as CVAT and Label Studio. Finally, nowadays, you might instead work with Large Multimodal Models to have them annotate your data; more on this awkward angle later.

• awesome-data-labeling

  7 3,480 0.0

  A curated list of awesome data labeling tools

  

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• mlkit

  5 3,339 4.0 Java

  A collection of sample apps to demonstrate how to use Google's ML Kit APIs on Android and iOS

  

• coco-annotator

  7 2,011 0.0 Vue

  :pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

Project mention: Exploring Open-Source Alternatives to Landing AI for Robust MLOps | dev.to | 2023-12-13

For instance, the COCO Annotator is a web-based image annotation tool tailored for the COCO dataset format, allowing collaborative labeling with features like attribute tagging and automatic segmentation. Similarly, Label Studio offers an easy-to-use interface for bounding box object labeling in images.

• bbox-visualizer

  2 374 4.8 Python

  Make drawing and labeling bounding boxes easy as cake

• hover

  1 314 1.6 Python

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

• image-sorter2

  1 84 0.0 Python

  One-click image sorting/labelling script

• SaaSHub

  www.saashub.com featured

  SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

  

• Google-MLKit-Android-Apps

  1 40 7.5 Kotlin

  All Android Applications using Google MLKit [Java & Kotlin]

image-labeling related posts

• CVAT alternatives for video frame annotation

  2 projects | /r/computervision | 26 Jul 2022

• [P] Can anyone suggest free Image annotation tool for multi labelling?

  1 project | /r/MachineLearning | 5 May 2022

• Google ML Kit vs. Dynamsoft's SDK: Scan High Density QR Codes on Android Devices

  2 projects | dev.to | 24 Oct 2021

• MLKit: Shallow comparison with Vision.

  2 projects | /r/iOSProgramming | 24 Oct 2021

• Segmentation Maps

  1 project | /r/computervision | 7 Jun 2021

• How would you structure a dataset for both image counting and classification? And what would be the best approach for this task?

  1 project | /r/deeplearning | 5 Jun 2021

• How are custom (bounding box) object datasets collected in research/practice? Thinking about making an iOS app to help if this is tedious.

  2 projects | /r/computervision | 23 May 2021
• A note from our sponsor - InfluxDB
  www.influxdata.com | 4 May 2024

  Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

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