Episode

AI Show Live | Building computer vision models using AutoML for Images | Episode 35

AI Show

On today's episode of the AI Show, Seth welcomes Swati Gharse who will show us how to build computer vision models using AutoML for Images!

 
Jump to:
[00:29] Welcome Swati
[00:46] What kinds of problems Computer Vision solves
  • Multi-class image classification
  • Multi-label image classification
  • Object detection
  • Instance segmentation
[02:15] Why is this so challenging?
[03:18] AutoML feature capabilities
[05:00] Supported algorithms and tunable hyperparameters
[07:30] Demo: Training object detection model
[08:33] Using default hyperparameter values for specified algorithm
[11:46] Completed AutoML run
[15:15] Custom Vision v. Computer Vision v. AutoML for Images
[16:40] Learn more

Learn more:
AutoML Images Blog
Zero to Hero Machine Learning on Azure
Zero to Hero Azure AI
Machine Learning for Data Scientists
Packt: Principles of Data Science

Create a Free account (Azure)

Follow Seth onTwitter
Follow Swati on LinkedIn

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