Python auto-labeling

Open-source Python projects categorized as auto-labeling
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Topics: Computer Vision Pytorch Deep Learning Machine Learning labeling-tool
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Top 4 Python auto-labeling Projects

  • anylabeling

    Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything, MobileSAM!!

    • Project mention: AnyLabeling Auto-labeling with MobileSAM - the newest and fastest variant of Segment Anything | /r/computervision | 2023-06-28

    Check out AnyLabeling v0.3.2 today: https://github.com/vietanhdev/anylabeling/releases/tag/v0.3.2.

  • autodistill

    Images to inference with no labeling (use foundation models to train supervised models).

    • Project mention: Ask HN: Who is hiring? (February 2024) | news.ycombinator.com | 2024-02-01

    Roboflow | Open Source Software Engineer, Web Designer / Developer, and more. | Full-time (Remote, SF, NYC) | https://roboflow.com/careers?ref=whoishiring0224

    Roboflow is the fastest way to use computer vision in production. We help developers give their software the sense of sight. Our end-to-end platform[1] provides tooling for image collection, annotation, dataset exploration and curation, training, and deployment.

    Over 250k engineers (including engineers from 2/3 Fortune 100 companies) build with Roboflow. We now host the largest collection of open source computer vision datasets and pre-trained models[2]. We are pushing forward the CV ecosystem with open source projects like Autodistill[3] and Supervision[4]. And we've built one of the most comprehensive resources for software engineers to learn to use computer vision with our popular blog[5] and YouTube channel[6].

    We have several openings available but are primarily looking for strong technical generalists who want to help us democratize computer vision and like to wear many hats and have an outsized impact. Our engineering culture is built on a foundation of autonomy & we don't consider an engineer fully ramped until they can "choose their own loss function". At Roboflow, engineers aren't just responsible for building things but also for helping us figure out what we should build next. We're builders & problem solvers; not just coders. (For this reason we also especially love hiring past and future founders.)

    We're currently hiring full-stack engineers for our ML and web platform teams, a web developer to bridge our product and marketing teams, several technical roles on the sales & field engineering teams, and our first applied machine learning researcher to help push forward the state of the art in computer vision.

    [1]: https://roboflow.com/?ref=whoishiring0224

    [2]: https://roboflow.com/universe?ref=whoishiring0224

    [3]: https://github.com/autodistill/autodistill

    [4]: https://github.com/roboflow/supervision

    [5]: https://blog.roboflow.com/?ref=whoishiring0224

    [6]: https://www.youtube.com/@Roboflow

  • 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

  • ds2

    Easiest way to use AI models without coding (Web UI & API support) (by DS2BRAIN)

  • gitautomator

    A smart automated GitHub bot for managing GitHub projects.

    • Project mention: Boost your repository maintenance efficiency with AI-powered automation | news.ycombinator.com | 2024-04-02
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 auto-labeling related posts

  • Show HN: Autodistill, automated image labeling with foundation vision models

    1 project | news.ycombinator.com | 6 Sep 2023

  • AnyLabeling Auto-labeling with MobileSAM - the newest and fastest variant of Segment Anything

    2 projects | /r/computervision | 28 Jun 2023

  • Autodistill: Use foundation vision models to train smaller, supervised models

    1 project | news.ycombinator.com | 22 Jun 2023

  • AnyLabeling - Image Labeling tool with Auto Labeling from Segment Anything + YOLOs

    1 project | /r/computervision | 11 May 2023

  • AnyLabeling v0.2.2 now supported all Segment Anything models (ViT-B, ViT-L, ViT-H) + YOLOv5 + YOLOv8 for auto labeling

    1 project | /r/computervision | 15 Apr 2023
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    www.saashub.com | 12 May 2024
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Index

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

Project Stars
1 anylabeling 1,881
2 autodistill 1,552
3 ds2 48
4 gitautomator 6

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