An AI-powered image classifier and tagger for the news industry
This prototype automatically tags images using a deep learning image model. When a user uploads an image, the image is pre-processed (e.g., resized and cropped) using PyTorch, a popular python-based machine learning library often used in computer vision projects. The image is then run against a computer vision model. Currently, the only available option is ResNet-50, a general computer vision model based on ImageNet. The prototype then returns the top 5 labels along with their confidence scores. The technology could be used within a content hub to make images searchable.