app/config.py

"""
File: config.py
Author: Elena Ryumina and Dmitry Ryumin
Description: Configuration file.
License: MIT License
"""

import toml
from typing import Dict
from types import SimpleNamespace


def flatten_dict(prefix: str, d: Dict) -> Dict:
    result = {}

    for k, v in d.items():
        if isinstance(v, dict):
            result.update(flatten_dict(f"{prefix}{k}_", v))
        else:
            result[f"{prefix}{k}"] = v

    return result


config = toml.load("config.toml")

config_data = flatten_dict("", config)

config_data = SimpleNamespace(**config_data)

DICT_EMO_VIDEO = {
    0: "Neutral",
    1: "Happiness",
    2: "Sadness",
    3: "Surprise",
    4: "Fear",
    5: "Disgust",
    6: "Anger",
}

NAME_EMO_AUDIO = [
        "Neutral",
        "Anger",
        "Disgust",
        "Fear",
        "Happiness",
        "Sadness",
        "Surprise",
        "Other",
    ]

DICT_CE = {
        "Fearfully Surprised": [3, 6],
        "Happily Surprised": [4, 6],
        "Sadly Surprised": [5, 6],
        "Disgustedly Surprised": [2, 6],
        "Angrily Surprised": [1, 6],
        "Sadly Fearful": [3, 5],
        "Sadly Angry": [1, 5],
        "Sadly Disgusted": [2, 5],
        "Fearfully Angry": [1, 3],
        "Fearfully Disgusted": [2, 3],
        "Angrily Disgusted": [1, 2],
        "Happily Disgusted": [2, 4],
    }

DICT_PRED = {
            0: 'Neutral',
            1: 'Anger',
            2: 'Disgust',
            3: 'Fear',
            4: 'Happiness',
            5: 'Sadness',
            6: 'Surprise',
            7: 'Fearfully Surprised',
            8: 'Happily Surprised',
            9: 'Sadly Surprised',
            10: 'Disgustedly Surprised',
            11: 'Angrily Surprised',
            12: 'Sadly Fearful',
            13: 'Sadly Angry',
            14: 'Sadly Disgusted',
            15: 'Fearfully Angry',
            16: 'Fearfully Disgusted',
            17: 'Angrily Disgusted',
            18: 'Happily Disgusted',
    }

AV_WEIGHTS = [
        [
            0.89900098,
            0.10362151,
            0.08577635,
            0.04428126,
            0.89679865,
            0.02656456,
            0.63040305,
        ],
        [
            0.01223291,
            0.21364307,
            0.66688002,
            0.93791526,
            0.0398964,
            0.48670648,
            0.22089692,
        ],
        [
            0.08876611,
            0.68273542,
            0.24734363,
            0.01780348,
            0.06330495,
            0.48672896,
            0.14870002,
        ],
    ]

COLORS = {
    0: 'blue', 
    1: 'orange', 
    2: 'green', 
    3: 'red', 
    4: 'purple', 
    5: 'brown', 
    6: 'pink'
}