What does mean «model» → «faster_rcnn» → «first_stage_box_predictor_conv_hyperparams» in TensorFlow?

dmitrii_fediuk · May 16, 2019, 6:21am

tensorflow/models/blob/v1.13.0/research/object_detection/samples/configs/faster_rcnn_resnet101_voc07.config#L28-L40


first_stage_box_predictor_conv_hyperparams {
  op: CONV
  regularizer {
    l2_regularizer {
      weight: 0.0
    }
  }
  initializer {
    truncated_normal_initializer {
      stddev: 0.01
    }
  }
}

dmitrii_fediuk · May 16, 2019, 6:22am

github.com

tensorflow/models/blob/v1.13.0/research/object_detection/protos/faster_rcnn.proto#L44-L45


// Hyperparameters for the convolutional RPN box predictor.
optional Hyperparams first_stage_box_predictor_conv_hyperparams = 8;