visual-contextual-classifier 1.2

Predicts whether a sentence is a visual sentence or a contextual sentence

Visual Contextual Classifier

Install

To install the library run this command

pip install visual-contextual-classifier

Usage

from VisualContextualClassifier import VisualContextualClassifier
# Instantiate the object (will download model files on the first creation)
classifier=VisualContextualClassifier()
classifier.predict("The sentence you want to classify")

Explanation

Artwork descriptions typically have two types of sentences, visual & contextual. A visual sentence will contain words and phrases that relate to or explain the visual content of the artwork. A contextual sentence will talk about the artpiece such as the artist, the time period, or the inspirations behind the work.

Visual

classifier.predict("A vast river is laid out with a deep blue hue")

{'contextual': 0.005291305482387543, 'visual': 0.9947086572647095}

Contextual

classifier.predict("This was the last artpiece the artist ever produced, he died 14 days after finishing this piece")

{'contextual': 0.9987691044807434, 'visual': 0.0012308646691963077}