Voxel51

Name: Voxel51
Address: Ann Arbor, MI, US
Telephone: +1 734-489-1134

Developer tools for machine learning. Check out how FiftyOne can accelerate your ML projects at docs.

09/15/2023

Want to to improve the quality of your computer vision datasets and models? Join this free workshop! In 90 minutes, you'll be up and running with open source FiftyOne to improve data quality and boost model performance.

Half lecture, half lab, here's a taste of what you'll learn:
+ Useful workflows to explore, understand, and curate your data
+ How to visualize and explore datasets
+ How to generate and evaluate model predictions
+ More!

https://hubs.ly/Q022m0Gw0

Learn what open source FiftyOne is and how to use it to gain visibility and insights into your computer vision datasets and models. September 27, 2023 at 9 AM PT.

09/14/2023

Find and eliminate pesky duplicates from your dataset! With this new FiftyOne plugin, you can manage both exact and approximate duplicates at once.

https://hubs.ly/Q022h0-40

It's week 4 of 10 weeks of FiftyOne plugins! Explore the Image Deduplication Plugin to find & eliminate image duplicates in mere minutes!

09/13/2023

Join us next week, September 20 at 9 AM Pacific, for the monthly FiftyOne Community Office Hours! See live demos on how to curate better data & build better ML models using the open source FiftyOne computer vision toolset.

If you haven’t yet, sign up here:
https://hubs.ly/Q021RFdp0

Join us for the FiftyOne Community Office Hours, an interactive 30-min community meeting over Zoom. See some useful demos, then ask anything!

09/12/2023

Follow along as we explore FACET, a benchmark dataset from Meta AI for evaluating fairness in vision models. Plus, find everything you need to perform your own evaluation using open source FiftyOne!

+ Dataset facts
+ Intended use: research evaluation only, NOT for training
+ How to load FACET into FiftyOne
+ How to load the ground truth annotations
+ How to add segmentation masks
+ How to add predictions using YOLOv5m & CLIP
+ How to evaluate predictions with FiftyOne
+ How to evaluate model bias

https://hubs.ly/Q021ZMn30

Everything you need to know to get started working with FACET so you can ensure that the ML models you deploy are not learning biases!

09/08/2023

Here’s part two of the series on working with grouped datasets in FiftyOne! In this post, you’ll learn all about dynamic groups, including:

+ What a dynamic group is
+ How to group together video frames
+ How to work with dynamically grouped views
+ How to apply dynamic groups to your data

https://hubs.ly/Q021FYdB0

Part 2 on working with FiftyOne's Grouped Datasets is here! This week you'll find tips & tricks on how to use FiftyOne's Dynamic Groups!

09/01/2023

It’s week two of 10 Weeks of FiftyOne Plugins! Learn how to create a Visual Question Answering (VQA) plugin powered by transformers, Salesforce’s & to turbocharge your data exploration & analysis.

https://hubs.ly/Q020WTMS0

Imagine a world where your dataset could talk to you. This plugin brings the power of Visual Question Answering (VQA) models directly to your image dataset!

08/31/2023

Healthcare is harnessing the power of computer vision & AI to create better experiences for patients & physicians. Find popular use cases for computer vision in healthcare in the latest industry spotlight:

https://hubs.ly/Q020Pk_f0

Use cases inside:
+ Computer-aided detection & diagnosis
+ Monitoring disease progression
+ Preoperative surgical planning
+ Intraoperative surgical guidance
+ Assisting people with vision loss

Welcome to the healthcare edition of Voxel51’s computer vision industry spotlight series where we highlight how different industries are using computer vision!

08/28/2023

See why safety & security companies rely on FiftyOne & FiftyOne Teams as critical components in their visual AI pipelines.

https://hubs.ly/Q020p2140

Safety & security companies rely on FiftyOne and FiftyOne Teams across their visual AI pipelines. Learn more.

08/25/2023

Leveraging FiftyOne’s CLI commands can be a powerful way to streamline your computer vision workflows! Inside the latest tips & tricks post, you’ll learn how to use the CLI to:

+ View your datasets
+ Prune old datasets
+ See information about your datasets
+ Export samples with their drawn on labels
+ Work with FiftyOne Plugins

https://hubs.ly/Q020gTpW0

A quick dive into how FIftyone's CLI can optimize your workflow

08/24/2023

Detection mistakes can have a significant impact on the performance of your models. These mistakes can be difficult to find by hand, especially as your dataset grows in size. FiftyOne can help you find detection mistakes quickly & easily. Learn more:

https://hubs.ly/Q020bvGz0

Providing Tips and Tricks on how to find and correct mistakes in your datasets. Do you know the mistakes hiding in your data?

Address

Ann Arbor, MI

Telephone

+1 734-489-1134

Website

https://voxel51.com/

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