Voxel51

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

Double Trouble: Eliminate Image Duplicates with FiftyOne - Voxel51 It's week 4 of 10 weeks of FiftyOne plugins! Explore the Image Deduplication Plugin to find & eliminate image duplicates in mere minutes!

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

FiftyOne Community Office Hours - Sept 20 - Voxel51 Join us for the FiftyOne Community Office Hours, an interactive 30-min community meeting over Zoom. See some useful demos, then ask anything!

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

FACET: A Benchmark Dataset for Fairness in Computer Vision - Voxel51 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!

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

How Computer Vision Is Changing Healthcare in 2023 - Voxel51 Welcome to the healthcare edition of Voxel51’s computer vision industry spotlight series where we highlight how different industries are using computer vision!

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

Fiftyone CLI Tips and Tricks! A quick dive into how FIftyone's CLI can optimize your workflow