Modelpublic

ariefansclub/han-multi-sensor-fusion-classifier-v1

sourceHugging Facemitupdated 7mo agoView on Hugging Face

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Model Card

Multi-Sensor Fusion Classifier

Overview

Model ini menggabungkan data sensor visual, audio, dan tactile untuk menentukan status lingkungan.

Input Features

—visionconfidencescore
—audiosignalstrength
—tactilepressurelevel
—proximitydistancecm
—imu_variance

Output

—environment_state (safe / warning / critical)

Model Type

Multiclass Classification

Architecture

—Feature Scaling
—Dense(256) + ReLU
—Dropout(0.3)
—Dense(128) + ReLU
—Dense(3) + Softmax

Loss

Categorical Crossentropy

Optimizer

Adam

Metrics

Accuracy F1 Score

Application

Environmental awareness module