After finishing this bundle, you will have 3 new deep learning projects to solidify your AI portfolio
Project 1 : you'll train a deep learning model for image classification. Your model will classify 11 different types of food and dishes. You will then deploy your model as a web app using Google Cloud Run and Flask.
Project 2 : you will train and evaluate several deep learning models for object detection such as : Faster RCNN, SSD and YOLOv3. You will train these models to detect whether people are wearing masks or not.
Project 3 : you will train an image segmentation model. This model is called Mask RCNN and it's an instance segmentation model. You will train this model to perform segmentation of different parts of a car (door, lights, hood, ...).