Python Annotation

Open-source Python projects categorized as Annotation
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Topics: Labeling Python Computer Vision Annotations image-annotation
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Top 15 Python Annotation Projects

  • h

    Annotate with anyone, anywhere.

    • Project mention: Google Sidewiki | news.ycombinator.com | 2023-07-02

  • diffgram

    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.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

    WorkOS logo

  • labelCloud

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

  • errant

    ERRor ANnotation Toolkit: Automatically extract and classify grammatical errors in parallel original and corrected sentences.

    • Project mention: Given the rise of LLMs, is a toolkit like ERRANT still relevant? | /r/LanguageTechnology | 2023-12-10

    ERRANT automatically annotates parallel English sentences with error type information.

  • bakta

    Rapid & standardized annotation of bacterial genomes, MAGs & plasmids

  • bbox-visualizer

    Make drawing and labeling bounding boxes easy as cake

  • atlas

    ATLAS - Three commands to start analyzing your metagenome data (by metagenome-atlas)

  • InfluxDB

    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.

    InfluxDB logo

  • spectree

    API spec validator and OpenAPI document generator for Python web frameworks.

  • DLTA-AI

    Data Labeling, Tracking and Annotation with AI

    • Project mention: Making datasets with Segment Anything | /r/computervision | 2023-07-01

    GitHub Link

  • globox

    A package to read and convert object detection datasets (COCO, YOLO, PascalVOC, LabelMe, CVAT, OpenImage, ...) and evaluate them with COCO and PascalVOC metrics.

  • turkle

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

  • image-sorter2

    One-click image sorting/labelling script

  • ansible-docgen

    Generate documentation from annotated Ansible Playbooks and Roles

  • vogon-web

    Building the epistemic web

  • active-learning-plugin

    Label your dataset with active learning in FiftyOne!

    • Project mention: Plugin for Building and Managing Plugins! | dev.to | 2024-02-09

    Some of these plugins were simpler than others. On one end, the Twilio automation plugin consists of a single Python file without bells and whistles. On the opposite extreme, plugins like Active Learning, which required multiple operators, caching, and special handling for many different scenarios. Plugins like Reverse Image Search and Concept Space Traversal were challenging in a different way, mostly because I am new to JavaScript. But that is for another day.

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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).

Python Annotation related posts

Index

What are some of the best open-source Annotation projects in Python? This list will help you:

Project Stars
1 h 2,881
2 diffgram 1,796
3 labelCloud 524
4 errant 410
5 bakta 389
6 bbox-visualizer 374
7 atlas 345
8 spectree 304
9 DLTA-AI 293
10 globox 149
11 turkle 140
12 image-sorter2 83
13 ansible-docgen 69
14 vogon-web 12
15 active-learning-plugin 6

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