Automated Image Tagging

GPTKB entity

Statements (50)
Predicate Object
gptkbp:instanceOf Computer Vision Task
gptkbp:application Accessibility
Content Moderation
Image Retrieval
Photo Organization
gptkbp:assesses gptkb:Recall
Precision
F1 Score
Mean Average Precision
gptkbp:challenge Scalability
Ambiguity in Images
Dataset Bias
Multi-label Classification
gptkbp:developedBy 1990s
gptkbp:field gptkb:Computer_Vision
gptkb:Machine_Learning
gptkb:artificial_intelligence
https://www.w3.org/2000/01/rdf-schema#label Automated Image Tagging
gptkbp:improves Data Augmentation
Transfer Learning
Attention Mechanisms
Pre-trained Models
gptkbp:input Digital Images
gptkbp:method Deep Learning
Convolutional Neural Networks
gptkbp:output Labels
Tags
gptkbp:relatedStandard gptkb:XMP
gptkb:EXIF
gptkb:IPTC
gptkbp:relatedTo Object Detection
Image Annotation
Image Classification
gptkbp:trainer gptkb:Open_Images
gptkb:COCO
gptkb:ImageNet
gptkbp:usedBy gptkb:Facebook
gptkb:Flickr
gptkb:Google_Photos
gptkb:Instagram
gptkbp:usedFor gptkb:Medical_Imaging
gptkb:robot
gptkb:Digital_Asset_Management
Social Media
Surveillance
E-commerce
Search Engine Optimization
Self-driving Cars
gptkbp:bfsParent gptkb:Visual_Recognition
gptkbp:bfsLayer 7