metadata

title: Multi-Modal for Emotion and Sentiment Analysis (MMESA)
emoji: 😀😲😐😥🥴😱😡
colorFrom: blue
colorTo: pink
sdk: gradio
sdk_version: 4.24.0
app_file: app.py
pinned: false
license: mit
short_description: A tool to detect Stress, Anxiety and Depression

Technologies

This project utilizes various Python scripts for different aspects of analysis and recognition:

blink_detection.py: Detects and analyzes blinking patterns.
body_movement_analysis.py: Analyzes body movements.
emotion_analysis.py: Analyzes emotional states.
face_expressions.py: Recognizes facial expressions.
FACS_analysis_sad.py: Performs Facial Action Coding System analysis for sadness.
gaze_estimation.py: Estimates gaze direction.
head_posture_detection.py: Detects head posture.
heart_rate_variability.py: Analyzes heart rate variability.
posture_analysis.py: Analyzes posture.
roberta_chatbot.py: Chatbot using the RoBERTa model.
sentiment_analysis.py: Performs sentiment analysis.
skin_analysis.py: Analyzes skin conditions.
sleep_quality.py: Evaluates sleep quality.
speech_emotion_recognition.py: Recognizes emotions from speech.
speech_stress_analysis.py: Analyzes stress levels from speech.

These scripts combine to provide comprehensive analysis capabilities for various aspects of human behavior and physiology.

Upload Trick to HG

Track large files with Git LFS

git lfs track "assets/models/.dat" git lfs track "assets/models/.pt"

Add the .gitattributes file and commit it

git add .gitattributes git commit -m "Track large files with Git LFS"

Add your large files and commit them

git add assets/models/shape_predictor_68_face_landmarks.dat git add assets/models/FER_dinamic_LSTM_IEMOCAP.pt git add assets/models/FER_static_ResNet50_AffectNet.pt git commit -m "Add large files"

Add remaining files, commit, and push

git add . git commit -m 'pre-launch' git push origin main --force