Vision Accuracy Regressor

Objective

Memprediksi akurasi deteksi objek berdasarkan parameter visual.

Input

  • image_brightness_level
  • object_distance_cm
  • detection_confidence_score
  • camera_noise_index
  • frame_processing_time_ms

Output

  • detection_accuracy_percent

Architecture

  • Dense(256) + ReLU
  • Dense(128) + ReLU
  • Dense(64) + ReLU
  • Dense(1) + Linear

Loss

MSE

Metrics

MAE, RMSE, R²

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