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Build Recap | Responsible AI Support for Image and Text Models

Microsoft Developer
589K subscribers
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1.7K views Streamed 1 year ago
Wenxin Wei and Jacqueline Maureen are here with the latest Responsible AI dashboard for image and text models, which include image classification, text classification, and object detection scenarios. The dashboard provides several mature Responsible AI tools in the areas of model interpretability, unfairness assessment and mitigation, error analysis, and model performance analysis for a holistic assessment and debugging of image and text models and making informed business decisions. They'll demo how it works and share customer-use hightlights! Chapters: 00:00 Livestream begins 02:49 Welcome to the AI Show Live 03:56 On today's sh …...more
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Build Recap | Responsible AI Support for Image and Text Models
Wenxin Wei and Jacqueline Maureen are here with the latest Responsible AI dashboard for image and text models, which include image classification, text classification, and object detection scenarios. The dashboard provides several mature Responsible AI tools in the areas of model interpretability, unfairness assessment and mitigation, error analysis, and model performance analysis for a holistic assessment and debugging of image and text models and making informed business decisions. They'll demo how it works and share customer-use hightlights! Chapters: 00:00 Livestream begins 02:49 Welcome to the AI Show Live 03:56 On today's show 10:04 Welcome Wenxin Wei 11:35 Part 1 - Responsible AI Dashboard for Text Models 12:36 What's new in the Responsible AI dashboard 14:05 Demo 25:06 Q&A 29:20 Welcome Jacqueline Maureen 29:50 Part 2 - Responsible AI Dashboard for Image Models 30:33 What's new in the Responsible AI Dashboard for Images 30:16 Demo 39:52 Learn more 41:26 Q&A 45:14 GitHub Community https://github.com/orgs/community/dis... 01:03:29 On next week's show 01:04:21 Wrap Resources: Generate RAI text insights: https://aka.ms/RAIText Understand the RAI text dashboard: https://aka.ms/RAI/Dashboard Generate RAI vision insights: https://aka.ms/RAIVision Understand the RAI image dashboard: https://aka.ms/RAIImage Blog: https://aka.ms/RAI/Blog GitHub Community https://github.com/orgs/community/dis... Connect: Seth |   / sethjuarez   Cassie |   / cassieview   Watch on-demand at https://aka.ms/AIShow/OnDemand Subscribe to the AI Show: https://aka.ms/AIShowsubscribe AI Show Live Playlist: https://aka.ms/AIShowPlaylist Join us every Monday, for an AI Show livestream on YouTube https://aka.ms/AIShowLive

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Microsoft Developer

589K subscribers