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+ ---
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+ language:
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+ - en
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+ license: mit
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+ library_name: keras
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+ tags:
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+ - human-activity-recognition
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+ - pose-estimation
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+ - mediapipe
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+ - tensorflow
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+ datasets:
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+ - guillherms/human-activity-pose_v4
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+ pipeline_tag: image-classification
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+ pretty_name: Human Activity Recognition MLP
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+ ---
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+
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+ # 🧠 Human Activity Recognition MLP
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+
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+ This model classifies human activities (reading, waving, office work, etc.)
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+ using pose landmarks extracted from **MediaPipe Pose**.
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+
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+ ## 📊 Architecture
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+ - Multi-Layer Perceptron (Dense NN)
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+ - Input: 132 pose landmark features
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+ - Output: 10 activity classes
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+
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+ ## 🧩 Files
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+ - `mlp_pose.h5`: Trained Keras model
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+ - `label_encoder.pkl`: Encodes activity labels
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+
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+ ## 🧠 Author
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+ Created by **Guilherme Santos**