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- ---
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- license: mit
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ language: en
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+ license: mit
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+ tags:
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+ - keras
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+ - cnn
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+ - facial-expression
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+ - emoji
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+ - image-classification
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+ - emotion-detection
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+ model-index:
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+ - name: Emoji Generator from Facial Expression
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+ results:
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+ - task:
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+ type: image-classification
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+ name: Facial Emotion Classification
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+ dataset:
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+ name: FER-2013
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+ type: fer2013
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+ metrics:
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+ - name: Accuracy
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+ type: accuracy
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+ value: 0.83
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+ ---
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+
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+ # Emoji Generator from Facial Expressions using CNN
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+
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+ This project uses a Convolutional Neural Network (CNN) to recognize human facial expressions from grayscale images and maps the detected emotion to a representative emoji (e.g., πŸ˜€ for Happy, 😒 for Sad, 😠 for Angry).
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+
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+ ## Model Info
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+
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+ - **Framework**: TensorFlow / Keras
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+ - **Input**: 48x48 grayscale facial image
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+ - **Output**: Predicted emotion label mapped to an emoji
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+ - **Model Format**: `.keras`
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+ - **Dataset**: [FER-2013](https://www.kaggle.com/datasets/msambare/fer2013)
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+
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+ ## Emotion to Emoji Mapping
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+
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+ ```text
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+ 0 β†’ Angry
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+ 1 β†’ Disgust
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+ 2 β†’ Fear
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+ 3 β†’ Happy
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+ 4 β†’ Neutral
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+ 5 β†’ Sad
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+ 6 β†’ Surprise
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+