Steps to be followed in any DL Project

The following are the steps to be followed in any DL project

  1. Create the labelled data

  2. Separate the data into Training and Holdout- Test split

  3. Create a Good Metric function to validate the model

  4. Create the base-line model, check the result using the Metric, how the model is performing

  5. Create a new model improving upon the baseline model, evaluate the performance with the Same Metric (Apples to Apples comparison)