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han-humanoid-safety-risk-classifier-v1 – AI Model by ariefansclub | AlphaNeural AI
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han-humanoid-safety-risk-classifier-v1
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robotics
humanoid
safety
classification
tabular-classification
en
mit
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Model card
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Humanoid Safety Risk Classifier (HSRC)
Objective
Predict whether a safety alert should be triggered based on environmental and actuator conditions.
Problem Type
Binary Classification
Input Features
obstacle_proximity_index
joint_temperature
vibration_level
movement_speed_m_s
torque_index
Output
safety_risk_probability
predicted_label (true/false)
Model Architecture
Feature scaling layer
Dense hidden layers
Sigmoid output layer
Training Configuration
Loss: Binary Cross Entropy
Optimizer: Adam
Class imbalance handling enabled
Evaluation Metrics
Accuracy
Precision
Recall
F1 Score
ROC-AUC
Deployment Use Case
Real-time safety monitoring
Industrial humanoid supervision
Preventive shutdown systems
License
MIT
