This post is an explanation on how I derived my solution to Project 3: Train and Deploy a Radiology AI from Computer Vision 2. The Problem Given a pre-labeled dataset of images train a model that can predict the following with >95% accuracy. Normal Pneumonia COVID19 Initial changes made to RadiologyAI notebook The provided notebook required a number of changes before I was able to move to defining a trainable model.
This post explains my approach to solving the Computer Vision 2 Find Celebrity Look-Alike project. Your Task In this project, we will build a Fun Application - We will use the Face Embeddings to find a doppelganger or look-alike to a given person. Specifically, we will give you images of two persons and a celebrity dataset. Your task will be to find their celebrity look-alike. – Computer Vision 2 / Project 2: DoppelGanger - Find Celebrity Look-Alike