👋 and welcome to another monthly newsletter that contains all the relevant information from the community. It contains the latest on new product releases, blog posts, video tutorials and community content.
This month we’re also adding a Jobs section for job seekers-and-posters.
And as always, you can find the latest information before it hits this newsletter in if you join the…
Onwards with August’s round up…
New Webinars Section
Announcing the new Label Studio Webinars page, where you can check out our schedule of upcoming webinars and register for any you find interesting through the end of 2021:
We will be updating this page regularly, so if you see a TBD around a topic you’re interested in, rest assured it’ll be fleshed out shortly! Feel free to hit the RSVP button to register and get those updates when they happen.
Label Studio Teams
This August we introduced the Public Beta of our new SaaS offering, Label Studio Teams, which extends the capabilities of our Open Source Label Studio community offering and comes with a FREE 14-day trial!
If your team needs more robust collaboration & label verification/improvement features or enhanced data labeling security, we recommend you check out Label Studio Teams.
Written Content Roundup
From The Label Studio Core Team
Automate Your ML Pipeline with Label Studio and Amazon SageMaker. Have a complex labeling scenario and want to automate your machine learning workflow? Check out our latest tutorial, as of this writing, about how to set up Label Studio with Amazon SageMaker to simplify your model retraining pipeline. Our latest blog post dives deep into a semantic segmentation use case featuring bird images, setting up an end-to-end integration from Label Studio to Amazon SageMaker and other Amazon services.
AND stay tuned for a follow-up blog post that walks through correcting model predictions for a full retraining loop!
Quickly Create Datasets for Training YOLO Object Detection with Label Studio. Creating datasets for training YOLO object detection models can be time-consuming. With Label Studio, you can quickly annotate and export datasets to start training custom models faster! Check out our new tutorial by clicking the link above for details.
From the Community
Using Label Studio with PrimeHub App. A community member working for Infuse AI has produced a Medium tutorial article about using Label Studio with PrimeHub App.
Note: If you’d like to, or already have, produced content useful to the Label Studio community such as tutorials, videos, examples etcetera, please let us know! You can DM me about your community content directly - we’d love to promote such content as much as we can!
Video Content Roundup
Bayesian Active Learning (BaaL) & Label Studio
To kick August off we hosted a Community Conversation interview featuring interviewer & CEO of Heartex Michael Malyuk with Applied Research Scientists at ElementAI, and valued community contributors, Frédéric Branchaud-Charron & Parmida Atighehchian
The focus was on a new Bayesian active learning (BaaL) library with Label Studio compatibility and the benefits of going with BaaL over standard active learning.
Upcoming Video Content
Webhooks: Overview & Demo Integration with Amazon SageMaker. Our Next Webinar is a Tutorial all about Webhooks, and will be hosted by Heartex’s very own Sarah Moir, who looks after Content & Education. Register using the link above
Wednesday September 15th at 9am PDT (GMT-7)
New Webinars Section. You can now take a look at our upcoming video content schedule and register for anything we’ve got scheduled through the end of 2021 by navigating to the new Community section of our website and clicking the webinar you’d like to register for. We’re working on a great mix of content so definitely check it out.
Webinar details will be updated regularly as we confirm guests and topics
Past Video Content
Jobs
Join Heartex
Machine Learning Support Engineer @ Heartex - Remote/San Francisco, CA
Community Listings
Full Stack Developer @ echOpen factory - Paris, France
Developer Advocate @ Toloka - Remote/Austin, TX
Note: If you have a job you’d like included in our next newsletter, please post it to #jobs in our slack community and/or DM @michaelludden (the author of this newsletter) on Slack and we’ll do what we can to include it 👍
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…and that’s it for Newsletter #3! As always, join our Label Studio Slack Community to discuss this and all other things Label Studio and ML Ops, and to submit your own content for inclusion in the next Newsletter.
Until then, happy labeling!
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