Ementorhub

What you'll learn

Retrain popular YOLO deep learning models for your applications

Visualize results to gain insights into model performance

Evaluate detection models by examining both class and location accuracy.

Analyze labeled images to identify and fix potential data shortcomings

Skills you'll gain

Data Analysis

Image Analysis

Applied Machine Learning

Matlab

Data Visualization

Machine Learning Methods

Performance Tuning

Computer Vision

Deep Learning

There are 4 modules in this course

By the end of this course, you will be able to: • Explain how deep learning networks locate and classify objects in images • Retrain popular YOLO deep learning models for your application • Use a variety of metrics to evaluate prediction results • Visualize results to gain insights into model performance • Improve model performance by adjusting important model parameters • Analyze labeled images to identify and fix potential shortcomings in your data For the duration of the course, you will have free access to MATLAB, software used by top employers worldwide. The courses draw on the applications using MATLAB, so you spend less time coding and more time applying deep learning concepts.

Training Object Detection Models

Evaluating Object Detection Models

Final Project: Train and Evaluate a Detection Model