label-studio
Gravitational Teleport
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label-studio | Gravitational Teleport | |
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50 | 61 | |
16,469 | 16,543 | |
4.5% | 3.7% | |
9.8 | 10.0 | |
3 days ago | 1 day ago | |
JavaScript | Go | |
Apache License 2.0 | GNU Affero General Public License v3.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
label-studio
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Annotation is dead
If instead you have a cohort on hand β -i.e., you do not want to send your data to a third party for any reason, or perhaps you have energetic undergrads β -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.
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First 15 Open Source Advent projects
14. LabelStudio by Human Signal | Github | tutorial
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Exploring Open-Source Alternatives to Landing AI for Robust MLOps
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.
- FLaNK Stack Weekly for 14 Aug 2023
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You Can't Have a Free Software AI Stack
Huh?
I wrote my own system for classifying a stream of texts in Python, I might Open Source it one of these days but I have to get it to the point where it is modular enough that I can customize it to do the particular things I want without subjecting people to my whims... I use it every day and I'm not afraid to demo it because it is rock solid.
My understanding is that my system would not be hard to adapt to work on images for certain kinds of tasks.
Pytorch is open source, Huggingface is open source. CUDA isn't. This is
https://labelstud.io/
and for annotating text spans there are so many open source tools
https://github.com/doccano/doccano
I worked for a company a few years back that built annotation tools for projects we sold to customers but never quite got to a polished general purpose annotator. Today there are an overwhelming number of companies in this space and products I never heard of, many of which are cloud based or paid. Looks like a gold rush to me.
- Label Studio: Open-Source Data Labeling Platform
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Best (quickest) way to annotate images for whole-image classification?
LabelStudio is free for single use. https://labelstud.io/
- Label Studio β Free multi-type data ML labeling and annotation tool
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Way to label yolov7 images fast
LabelStudio is pretty nice, and free & open source, but I have yet to try out their ML integration with a YOLO object detection model.
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image labeling online Tools
Label Studio is an open source data labeling tool that includes annotation functionality. It provides a simple user interface (UI) that lets you label various data types, including text, audio, time series data, videos, and images, and export the information to various model formats.
Gravitational Teleport
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Apache Guacamole: a clientless remote desktop gateway
https://github.com/gravitational/teleport/blob/master/rfd/00...
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Parsing the Postgres protocol β logging executed statements
I ordinarily would have said you reinvented Teleport <https://github.com/gravitational/teleport/tree/v14.3.7#readm...> but now that they've gone AGPL with v15 I'm guessing there's a market for MIT licensed stuff, although for sure since Teleport has been around for so long it has encountered more edge cases and undergone more security reviews. I was surprised while digging up the link that Gravatational is still releasing v13 and v14 updates under Apache 2, so maybe even Teleport will continue to have legs for those who cannot deploy AGPL stuff
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π Top Open Source Projects of 2023 π
Teleport is an SSH for Clusters and Teams and aims to be the drop-in replacement for OpenSSH.
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Release Radar β’ February 2024 Edition
Are you looking to set up SSO for your cloud infrastructure? Or maybe establish tunnels to access services behind NATs and firewalls. Then Teleport is for you. It provides connectivity, authentication, access controls and audit for infrastructure. The newest update has a tonne of new features and improvements including enhanced device trust support, SSH connection resumption, MFA for admin actions, improved provisioning for Okta, and heaps. more. Check out all the changes in the Teleport release notes.
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OpenBao β FOSS Fork of HashiCorp Vault
In case you didn't see it: https://goteleport.com/blog/teleport-oss-switches-to-agpl-v3... and https://github.com/gravitational/teleport/pull/35259
I readily admit it's not the same amount of :fu: as BuSL or whatever the fuck is going on over at Sentry but still :-( as compared to their much friendlier Apache 2
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Who's hiring developer advocates? (December 2023)
Link to GitHub -->
- Teleport relicenses from Apache 2.0 to AGPLv3
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Gravitational Teleport alternatives - netbird, ZeroTier, and awl
4 projects | 29 Jun 2023
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Passkeys for Infrastructure
OP here, thanks for posting! Happy to Answer any questions. I have to give our a shoutout to Alan at Teleport for all his work on Passwordless and his work to make Passwordless / TouchID work with MacOS CLI https://github.com/gravitational/teleport/blob/master/rfd/00...
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RustDesk β Free and open source alternative to TeamViewer
I work on the Desktop Access feature for Teleport: https://goteleport.com/docs/desktop-access/getting-started/
The tool itself is open core: https://github.com/gravitational/teleport
Most of the desktop access stuff is open source. The only desktop related thing that's proprietary is our tool that allows for access to machines not connected to Active Directory. A sizeable chunk of the desktop access code is even Written In Rustβ’: https://github.com/gravitational/teleport/tree/master/lib/sr...!
What are some alternatives?
cvat - Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale. [Moved to: https://github.com/cvat-ai/cvat]
Pomerium - Pomerium is an identity and context-aware reverse proxy for zero-trust access to web applications and services.
doccano - Open source annotation tool for machine learning practitioners.
KeyBox - Bastillion is a web-based SSH console that centrally manages administrative access to systems. Web-based administration is combined with management and distribution of user's public SSH keys.
awesome-data-labeling - A curated list of awesome data labeling tools
vouch-proxy - an SSO and OAuth / OIDC login solution for Nginx using the auth_request module
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.
telepresence - Local development against a remote Kubernetes or OpenShift cluster
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
Mosh - Mobile Shell
labelbox-custom-labeling-apps - Explore example custom labeling apps built with Labelbox SDK
Multi SSH Config - Mirror of https://gitlab.com/osiux/multi-ssh-config