Challenging AI Development: Data-Centric Competition

Published On Sun Sep 15 2024
Challenging AI Development: Data-Centric Competition

Jimmy Guerrero on LinkedIn: #computervision #ai ...

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Are you ready to challenge the status quo in AI development? Then join Voxel51's Harpreet Sahota đŸ„‘ in the first-ever Data-Centric AI competition on Hugging Face Spaces, focusing on the often-overlooked yet crucial aspect of AI: data curation - https://lnkd.in/ehpd6bMF

The Challenge 🧗

Your mission, should you choose to accept it, is to curate a subset of our provided dataset that achieves two seemingly contradictory goals:

  • Reduce the overall size of the dataset
  • Maintain or improve the performance of a YOLOv8m object detection model
Data-Centric AI Competition on Hugging Face Spaces - YouTube

Dataset and Resources 🧰

  • A dataset of 65,986 images
  • 43 object classes across categories like clothing, people, transportation, and more
  • FiftyOne, an open-source tool for dataset curation and analysis
  • YOLOv8m model from the Ultralytics Model Zoo

Prizes 🏆

  • First Place: $1,000
  • Second Place: Top Tier Swag Package
  • Third Place: Mid-Tier Community Swag Package

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Excited to announce we have our first two speakers for the Sept 26 AI, machine learning, and computer vision Meetup! Register for the Zoom: https://lnkd.in/gGAWAuhp

How We Won the First Data-centric AI Competition: GoDataDriven

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If you are in #Boston, don’t forget to join us on September 20 for the Boston AI, Machine Learning, and Computer Vision Meetup happening at Microsoft’s New England Research & Development Center (NERD).

Pre-registration is mandatory for this in-person Meetup. https://lnkd.in/g_vXh52m

We have a great lineup of speakers including:

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