app.py

import gradio as gr
from tabs.heart_rate_variability import create_hrv_tab
from tabs.blink_detection import create_blink_tab
from tabs.gaze_estimation import create_gaze_estimation_tab
from tabs.speech_stress_analysis import create_voice_stress_tab
from tabs.head_posture_detection import create_head_posture_tab
from tabs.face_expressions import create_face_expressions_tab
from tabs.speech_emotion_recognition import create_emotion_recognition_tab
from tabs.sleep_quality import create_sleep_quality_tab
from tabs.sentiment_analysis import create_sentiment_tab
from tabs.emotion_analysis import create_emotion_tab
from tabs.body_movement_analysis import create_body_movement_tab
from tabs.posture_analysis import create_posture_analysis_tab
from tabs.skin_analysis import create_skin_conductance_tab
from tabs.FACS_analysis_sad import create_facs_analysis_sad_tab
from tabs.roberta_chatbot import create_roberta_chatbot_tab
import spaces
import torch

# Import the UI components
from ui_components import CUSTOM_CSS, HEADER_HTML, DISCLAIMER_HTML


if torch.cuda.is_available():
    device = "cuda"
    print("Using GPU")
else:
    device = "cpu"
    print("Using CPU")


TAB_STRUCTURE = [
    ("Visual Analysis", [
        ("Emotional Face Expressions", create_face_expressions_tab),
        ("FACS for Stress, Anxiety, Depression", create_facs_analysis_sad_tab),
        ("Gaze Estimation", create_gaze_estimation_tab),
        ("Head Posture", create_head_posture_tab),
        ("Blink Rate", create_blink_tab),
        ("Sleep Quality", create_sleep_quality_tab),
        ("Heart Rate Variability", create_hrv_tab),
        ("Body Movement", create_body_movement_tab),
        ("Posture", create_posture_analysis_tab),
        ("Skin", create_skin_conductance_tab)
    ]),
    ("Speech Analysis", [
        ("Speech Stress", create_voice_stress_tab),
        ("Speech Emotion", create_emotion_recognition_tab)
    ]),
    ("Text Analysis", [
        ("Sentiment", create_sentiment_tab),
        ("Emotion", create_emotion_tab),
        ("Roberta Mental Health Chatbot", create_roberta_chatbot_tab)
    ]),
    ("Brain Analysis (coming soon)", [
    ])
]


def create_demo():
    with gr.Blocks(css=CUSTOM_CSS) as demo:
        gr.Markdown(HEADER_HTML)
        with gr.Tabs(elem_classes=["main-tab"]):
            for main_tab, sub_tabs in TAB_STRUCTURE:
                with gr.Tab(main_tab):
                    with gr.Tabs():
                        for sub_tab, create_fn in sub_tabs:
                            with gr.Tab(sub_tab):
                                create_fn()
        gr.HTML(DISCLAIMER_HTML)
    return demo

# Create the demo instance
demo = create_demo()

if __name__ == "__main__":
    demo.queue(api_open=True).launch(share=False)