Quest 3: Bring Your Own Models with Qualcomm AI Hub

Learning Outcomes

By the end of your learning, you will be able to:

Preprocess datasets and set up the necessary transformations for training a deep learning model.
Initialize, train, and evaluate a deep learning model for binary image classification.
Profile the performance of a compiled model on a target device using the Qualcomm AI hub.

Quest Details

Introduction

In this quest, you will learn how to build and deploy an image classification model using PyTorch and leverage Qualcomm AI Hub for compiling and profiling your model for efficient edge-device performance. Throughout this journey, you will gain hands-on experience with both model development and optimization for edge devices, ensuring that the model performs efficiently on devices with limited resources.

Deliverables

This quest has 1 deliverable.

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