Machine Learning - Tensor Flow

ImageRecognition--ComputerVision

Background

Practicing using the Tensor-Flow library to Predict animal images.

Goals

• Import Dependencies
• Load the VGG19 model
• Define default image size for VGG19 and Xception
• Load the image and resize to default image size
• Preprocess image for model prediction
• Handles scaling and normalization for VGG19 and Xception
• Make Predctions
• Refactor above steps into reusable function

How to run

Open Google Colab https://colab.research.google.com/

• File
• Upload Notebook
• Run the Cells

Proccess

Import the Dependencies, Tensor flow

• VGG19 model

• Load the image and resize to default image size

• Scaling and normalization for VGG19

• Making predictions

• Create a reusable function

• Predicting a Corgis(dog), image.

Import Dependencies

• Load the Xception model

• Load the image and resize to the input dimensions that Xception

• Refactor above steps into reusable function