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def score_frame(frame): # Sharpness sharpness = cv2.Laplacian(frame, cv2.CV_64F).var() # Emotion (returns dict of scores) emo = DeepFace.analyze(frame, actions=['emotion'], enforce_detection=False) happy_score = emo["dominant_emotion"] == "happy" return sharpness + (10 if happy_score else 0)
from sentence_transformers import SentenceTransformer, util import numpy as np
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