AI computer vision
Services utilize machine learning and deep learning algorithms to enable computers to interpret and make decisions based on visual data.
These services can perform a wide range of tasks, including object detection, facial recognition, image classification, and scene understanding. Here are some key components and examples of AI computer vision services.
Key Components
- Image Classification: Categorizing images into predefined classes. Example: Recognizing animals in photos.
- Object Detection: Identifying and locating objects within an image. Example: Detecting pedestrians in traffic surveillance footage.
- Facial Recognition: Identifying or verifying individuals based on facial features. Example: Unlocking smartphones with face ID.
- Image Segmentation: Dividing an image into segments to simplify analysis. Example: Isolating different organs in medical imaging.
- Optical Character Recognition (OCR): Converting different types of documents, such as scanned paper documents or PDFs, into editable and searchable data. Example: Extracting text from invoices.
- Pose Estimation: Determining the position and orientation of a person or object. Example: Analyzing athletes' movements for performance improve.