PinnedAnnotation is deadHuman annotation is largely responsible for the current AI boom, but is the need for human annotation gone?Jan 12, 20243Jan 12, 20243
Published inVoxel51Understanding Dataset Difficulty with Class-Wise AutoencodersNew metric called Reconstruction Error Ratios (RERs) provides a fast & scalable way to assess dataset difficulty & detect mislabeled…Feb 4Feb 4
Data Curation: The Beast Behind Every AI ModelThe success of any ML/AI project hinges on the effective continuous refinement of both the data and model by ML and domain expertsOct 17, 2024Oct 17, 2024
Published inVoxel51The Power of Open Source AI: How FiftyOne Drives the Future of Visual AIOur AI is open source, and that’s how we believe the future of AI should be built. Learn more and contribute to open source FiftyOne today!Oct 1, 2024Oct 1, 2024
So I Built This: Broadening the Impact of What You’ve Built in the LabHow the non-profit, foundation model may be your solution to the challenge of broadening the impact of your researchJun 6, 2024Jun 6, 2024
Voxel51 Is Hiring AI Researchers and Scientists — What the New Open Science Positions MeanOur software infrastructure has become the place where AI data and models come together; now we’re building a new science team to lead the…Apr 18, 20241Apr 18, 20241
Observations on MLOps–A Fragmented Mosaic of Mismatched ExpectationsOver the last five years, I’ve spent much time talking with production AI/ML teams — think emphases on unstructured data, machine learning…Apr 5, 2024Apr 5, 2024
Getting Rid of the Bad Seeds: A Quick Intro to Seed Rejection in Human+AI TeamsWorking with computer systems has been of keen interest to me for perhaps the last 40 years. Growing up with the Atari 2600, the Commodore…Mar 22, 2024Mar 22, 2024
From the Kitchen to the Lab: Why Cooking Became AI’s Favorite DishAn in-depth look at why the cooking domain has been a key ingredient in computer vision and machine learning for the last decadeMar 15, 2024Mar 15, 2024
How to Effectively Mentor New Technical Writers, Part 2: SelectionLast week, in part 1 of this two-part series, I discussed approaches to effectively mentoring new writers in the craft of technical…Mar 7, 2024Mar 7, 2024
