Content Deep Dive
FiftyOne Tips and Tricks for Accelerating Computer Vision Workflows – Mar 17, 2023
Blog post from Voxel51
Post Details
Company
Date Published
Author
Jacob Marks
Word Count
1,273
Language
English
Hacker News Points
-
Source URL
Summary
This week's FiftyOne tips and tricks blog covers various ways to accelerate computer vision workflows using the open source machine learning toolset, FiftyOne. Tips include loading data into FiftyOne faster by leveraging PyTorch DataLoader class, perusing through samples faster with thumbnail images, filtering samples faster by setting sidebar mode to "fast", starting with most unique samples for visual inspection, and pre-annotating with embeddings. These tips aim to help users improve the performance of their computer vision models and get to production faster.