label-studio VS jwplayer

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.

14. LabelStudio by Human Signal | Github | tutorial

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.

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.

LabelStudio is free for single use. https://labelstud.io/

LabelStudio is pretty nice, and free & open source, but I have yet to try out their ML integration with a YOLO object detection model.

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.

JW Player | New York (NYC), NY / UK / REMOTE | Full-time

JW Player pioneered video on the web over a decade ago and continues to innovate as the world’s largest network-independent platform for video delivery and intelligence. Media companies including Apartment Therapy, Business Insider, and Univision, in addition to hundreds of thousands of creators of all types and sizes, rely on JW Player to deliver and monetize their content across all devices.

JW Player’s massive global footprint of over 2 billion unique devices creates a powerful data graph of unique consumer insights and generates billions of incremental video views.

JW Player also started as and continues to be the most popular open-source video player: https://github.com/jwplayer/jwplayer

All our openings can be found here: https://www.jwplayer.com/careers

Overall, we are seeing record video traffic over the past 2 years, and after recently announcing a $100m raise we are looking to expand and tackle a ton of exciting challenges at a huge scale.

If interested in any of these roles, please email me at [email protected]

JWPlayer has a standard CC Non Commercial licence: https://github.com/jwplayer/jwplayer/blob/master/LICENSE

GET https://gxm-jw.cdn.vustreams.com/live/channel01/live.isml/.m3u8 404 bugsnag.js:2428 JW Player Error 102404. For more information see https://developer.jwplayer.com player setup error bugsnag.js:2428 reloading live video

Something to play the video. Modern browsers have basic video playback widgets built in, but if you want auto-switching between encodings based on a client's bandwidth/buffering, you might prefer a fancier javascript playback widget. JW Player might do this; it has been around for quite a while.

Report bugs for JW Player here, the default volume is just an initial value and the player is under no obligation to preserve it.

JW Player | Senior Software Engineer, Sales and Solutions Engineers | New York (NYC), NY and India | REMOTE currently, ONSITE likely | Full-time

JW Player pioneered video on the web over a decade ago and continues to innovate as the world’s largest network-independent platform for video delivery and intelligence. Media companies including Apartment Therapy, Business Insider, and Univision, in addition to hundreds of thousands of creators of all types and sizes, rely on JW Player to deliver and monetize their content across all devices.

JW Player’s massive global footprint of over 2 billion unique devices creates a powerful data graph of unique consumer insights and generates billions of incremental video views.

JW Player also started as and continues to be the most popular open-source video player: https://github.com/jwplayer/jwplayer

All our openings can be found here: https://www.jwplayer.com/company/careers/

Overall, we are seeing record video traffic over the past few months, and with that comes a ton of great challenges to work on at a huge scale.

If interested in any of these roles, please email me at [email protected]