Edge AI: Deep Neural Network Model Training and Deployment Process

The process of training and deploying a Deep Neural Network model to a target device can be divided into the following phases

Identify and Download the Model source

Train the model on a Host with GPUs

Fine-tune the model

Quantize the model for Target Device

Deploy the model to the target device