guillherms
/

human-activity-pose-models

Image Classification

human-activity-recognition

pose-estimation

Model card Files Files and versions

🧠 Human Activity Recognition MLP

This model classifies human activities (reading, waving, office work, etc.) using pose landmarks extracted from MediaPipe Pose.

📊 Architecture

Multi-Layer Perceptron (Dense NN)
Input: 132 pose landmark features
Output: 10 activity classes

🧩 Files

mlp_pose.h5: Trained Keras model
label_encoder.pkl: Encodes activity labels

🧠 Author

Created by Guilherme Santos

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Dataset used to train guillherms/human-activity-pose-models