{
  "model_type": "ProductClassifier",
  "architecture": {
    "name": "ProductClassifier",
    "input_modalities": [
      "depth",
      "rgb"
    ],
    "output_classes": 8,
    "backbone": "Multi-modal CNN",
    "parameters": 629599872,
    "input_resolution": [
      320,
      240
    ],
    "sensor_type": "Opene8008B QVGA ToF"
  },
  "input_specs": {
    "depth_data": {
      "shape": "[batch_size, 1, 240, 320]",
      "dtype": "float32",
      "range": "[0.0, 10.0]",
      "unit": "meters"
    },
    "rgb_data": {
      "shape": "[batch_size, 3, 240, 320]",
      "dtype": "float32",
      "range": "[0.0, 1.0]",
      "format": "RGB"
    }
  },
  "output_specs": {
    "logits": {
      "shape": "[batch_size, num_classes]",
      "dtype": "float32",
      "description": "Raw classification logits"
    },
    "probabilities": {
      "shape": "[batch_size, num_classes]",
      "dtype": "float32",
      "description": "Softmax probabilities"
    }
  },
  "hardware": {
    "target_device": "NVIDIA Jetson AGX Orin",
    "min_memory_gb": 8,
    "cuda_required": true,
    "jetpack_version": "5.1+",
    "python_version": "3.8+"
  }
}