Google Cloud: Creating Image Classification ML Model on Dog/Cat Dataset
Overview In this lab, you upload images to Cloud Storage and use them to train a custom model to recognize whether the image is of Dog or Cat. What you learn In this lab, you learn how to perform the following tasks: Upload a labeled dataset to Cloud Storage and connect it to AutoML Vision […]
Google Cloud: Classifying Images of Clouds in the Cloud with AutoML Vision
Overview In this lab, you upload images to Cloud Storage and use them to train a custom model to recognize different types of clouds (cumulus, cumulonimbus, etc.). What you learn In this lab, you learn how to perform the following tasks: Upload a labeled dataset to Cloud Storage and connect it to AutoML Vision with […]
Computer Vision: Face Detection Using Python and OpenCV
What is computer vision? Computer vision is a field of artificial intelligence (AI) that enables computers and systems to derive meaningful information from digital images, videos and other visual inputs — and take actions or make recommendations based on that information. If AI enables computers to think, computer vision enables them to see, observe and […]
Google Cloud: Setting Up Google Cloud Text-to-Speech
Description Although there are many tools to communicate, there are two basic types of communication: written and spoken. Machine learning has made it possible to convert one to the other, resulting in speech that is very close to that of a human voice. In this hands-on lab, you’ll step through the process for utilizing the […]
Google Cloud: Implementing an AI Chatbot with Dialogflow
Overview Dialogflow is a natural language understanding platform that makes it easy to design and integrate a conversational user interface into your mobile app, web application, device, bot, etc. Dialogflow can analyze multiple types of input from your customers, including text or audio inputs (like from a phone or voice recording). It can also respond […]
Google Cloud: Converting Speech to Text using Google Cloud Speech API
Overview The Google Cloud Speech API enables easy integration of Google speech recognition technologies into developer applications. The Speech API allows you to send audio and receive a text transcription from the service. What will we will learn in this Lab? We will learn below topics in this lab: Create an API key Create a […]