1-Show_Faulty_Prediction.md

Show Faulty Prediction and Make a Change

💡 You must have completed the setup before attempting to do the demo.

Show the Faulty Prediction

• Navigate to the Tailwind Traders website

  • https://aiml50{eventname}.azurewebsites.net (replace {eventname} with the event name parameter you used to create the demo environment)

• Click on start smart shopping by uploading a photo

• Upload an image from the test images folder

• The model provides an incorrect prediction.

Start the Change

• Adjust the model by changing setup_pipeline.py
  • Lines 162 - Change epochs to 20
  • Lines 163 - Change batch to 10
• Commit the change and push to master. This will trigger a build and deployment of the model. This process will take about 25 or 30 minutes, which should finish up towards the end of the talk.
• We'll come back and check the results of this towards the end of talk

Example Demo

• Dry run starting at 2:36