nicetoolbox.detectors.method_detectors.emotion_individual.py_feat.PyFeat

class nicetoolbox.detectors.method_detectors.emotion_individual.py_feat.PyFeat(config, io, data)

Bases: BaseDetector

The Python - Facial Expression Analysis Toolbox (Py-feat) is a method detector that computes emotion_individual component.

Initialize the PyFeat method detector with all inference preparation.

Methods

post_inference	Post processing after inference.
run_inference	Runs the inference of the method detector in a separate terminal/cmd window using the specified virtual environment or conda environment.
visualization	Visualizes the processed frames of the pyfeat algorithm as a video.

Attributes

algorithm
components

post_inference()

Post processing after inference.

run_inference() → None

Runs the inference of the method detector in a separate terminal/cmd window using the specified virtual environment or conda environment. Captures the output and logs the success or failure of the inference.

visualization(data)

Visualizes the processed frames of the pyfeat algorithm as a video.