Classification of technologies for AI to extract and analyze information from images and videos.
Overview
Image Recognition Technologies
Image recognition technologies are a group of technologies that enable computers to analyze image and video data, automatically recognizing and judging people, objects, text, and situations depicted within them. With the advancement of deep learning, accuracy and application scope have dramatically expanded, and various technologies such as image classification, object detection, face recognition, image segmentation, and OCR are being utilized in industry. These technologies have become essential across a wide range of fields including security surveillance, autonomous driving, medical diagnosis, and quality control in manufacturing.
image recognition
AI
machine learning
deep learning
computer vision
CNN
| code | slug | name | description |
|---|---|---|---|
| 01 | image-classification | Image Classification | The most basic technology to determine what an entire image represents. |
| 02 | object-detection | Object Detection | Technology that detects multiple objects in an image and identifies their positions. |
| 03 | face-recognition | Face Recognition | Technology that identifies and verifies individuals from facial features. |
| 04 | image-segmentation | Image Segmentation | Technology that finely divides images at the pixel level and labels each region. |
| 05 | ocr | Optical Character Recognition (OCR) | Technology that converts text in images into digital data. |
| 06 | anomaly-detection | Anomaly Detection | Technology that detects features or movements different from normal. |
| 07 | action-recognition | Action Recognition | Technology that analyzes human movement patterns. |
| 08 | code-recognition | Code Recognition | Technology that reads barcodes and QR codes. |
- What is Image Recognition? Easy-to-understand explanation of mechanisms, types, and use cases article
- What is Image Recognition? Detailed explanation of types, mechanisms, and 5 use cases article
- What types of image recognition are there? Explanation of 7 representative technologies article
- What is Image Segmentation? Its role in image processing and differences from other technologies article