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! aka.ms/AIShow/AutoMLImages/Blog
Jump to:
00:00 AI Show begins
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 aka.ms/AIShow/AutoMLImages/Blog
Zero to Hero Machine Learning on Azure aka.ms/ZerotoHero/MLonAzure
Zero to Hero Azure AI aka.ms/ZerotoHero/AzureAI
Machine Learning for Data Scientists
aka.ms/AIShow/MLforDataScientists
Packt: Principles of Data Science aka.ms/AIShow/DataSciencePackt
Create a Free account (Azure) aka.ms/aishow-seth-azurefree
For more on AutoML for images check out AI Show | Dec 17 | Automate Custom Vision model creation with AutoML for Images: youtu.be/VvTjHzcYuaQ
Follow Seth twitter.com/sethjuarez
Follow Swati
linkedin.com/in/swati-gharse-3781a97/
AI Show Playlist aka.ms/AIShowPlaylist
Don't miss new episodes, subscribe to the AI Show aka.ms/AIShowsubscribe
Join us every other Friday, for an AI Show livestream on Learn TV and YouTube aka.ms/LearnTV - aka.ms/AIShowLive
- AI Show Live | Building computer vision models using AutoML for Images | Episode 35 ( Download)
- AI Show Live - Episode 35 - Building computer vision models using AutoML for Images ( Download)
- AI Show Live - Episode 35 - Building computer vision models using AutoML for Images ( Download)
- AI Show Live - Episode 44 - Automate Custom Vision model creation with AutoML for Images ( Download)
- AI Show | Dec 17 | Automate Custom Vision model creation with AutoML for Images | Ep 44 ( Download)
- Building and training ML models with Vertex AI ( Download)
- Auto ML for Computer Vision in Azure Machine Learning ( Download)
- How to get started with Computer Vision AutoML in Azure ( Download)
- AutoML Vision Demo ( Download)
- Hands-On Tutorial for using AutoML on the Cloud using Azure ( Download)
- Computer Vision Image Detection Using Microsoft Azure Automl Without Code ( Download)
- computer-vision-automl ( Download)
- AI Show Live - Episode 73 - A World of AI at Your Fingertips ( Download)
- AI Show Live - Episode 64 - Applied AI: Computer Vision and OCR ( Download)
- Distributed ML with H2O feat. Erin LeDell | Stanford MLSys Seminar Episode 23 ( Download)
