Ementorhub

What you'll learn

Apply the full deep learning workflow to real-world projects like detecting parking signs

Retrain common classification and detection models like ResNet and YOLO

Train and calibrate specialized models known as anomaly detectors

Generate synthetic training images and use AI-assisted auto-labeling to save time and money

Skills you'll gain

Application Deployment

Classification And Regression Tree (CART)

Data Processing

Data Synthesis

Deep Learning

Matlab

Computer Vision

Performance Tuning

Artificial Neural Networks

Data Analysis

Image Analysis

Medical Imaging

Specialization - 3 course series

As part of the specialization, you will apply your skills to solve real-world problems through hands-on projects. You’ll train a classifier that identifies the letters of American Sign Language. Then, you will train an object detection model to find and identify parking signs as needed for autonomous driving. Lastly, you’ll detect anomalies in medical images and perform AI-assisted data annotation to label new data for training.

Deep Learning for Object Detection

Advanced Deep Learning Techniques for Computer Vision