Aesthetic Classification

Overview

Hive's Aesthetic Classification API scores images and videos based on their aesthetic qualities. The model classifies each input image or video based on factors such as colors, lighting, sharpness, subject, and overall composition. The score returned is a real number between 0 and 10, with 0 being the lowest and 10 the highest.

Examples of a few images and their aesthetic scores. Factors such as the contrast of the colors, amount and direction of the light, and the subject represented will influence the result. — Examples of a few images and their aesthetic scores. Factors such as the color contrast, type and direction of the light, and the subject represented will influence the result.

This API accepts both images and videos. When submitting a video to be processed, Hive’s backend splits the video into frames and runs the model on each frame.

Response

The JSON response includes one classification per frame (an image input is treated as a video with one frame). The model has only one class: aesthetic

To see an annotated example of an API response object for this model, you can visit our API Reference

Supported File Types

Image Formats:
gif
jpg
png
webp

Video Formats:
mp4
webm
avi
mkv
wmv
mov