Computer Vision Workloads and Azure AI Vision Service
Description
Understanding computer vision applications, Azure AI Vision service capabilities, and implementation of image analysis, object detection, OCR, and facial recognition solutions
Learning Objectives
Learners will identify different types of computer vision solutions including image classification, object detection, optical character recognition, and facial analysis. They will understand Azure AI Vision service capabilities and be able to describe how to implement computer vision tasks using Azure tools and services.
Topics (7)
Learning about convolutional neural networks, image preprocessing, and classification algorithms
Learning about YOLO, R-CNN, bounding boxes, and real-time object detection systems
Learning about text recognition, handwriting recognition, and document processing capabilities
Learning about face detection algorithms, facial landmarks, emotion recognition, and privacy considerations
Learning about Azure Computer Vision API, Custom Vision, and integration with applications
Learning about face detection, verification, identification, and emotion recognition using Azure Face service
Learning about model selection, performance optimization, and deployment strategies for CV applications