Upload pipeline.config

pipeline.config

@@ -0,0 +1,181 @@
+model {
+  ssd {
+    num_classes: 90
+    image_resizer {
+      fixed_shape_resizer {
+        height: 300
+        width: 300
+      }
+    }
+    feature_extractor {
+      type: "ssd_mobilenet_v2"
+      depth_multiplier: 1.0
+      min_depth: 16
+      conv_hyperparams {
+        regularizer {
+          l2_regularizer {
+            weight: 3.99999989895e-05
+          }
+        }
+        initializer {
+          truncated_normal_initializer {
+            mean: 0.0
+            stddev: 0.0299999993294
+          }
+        }
+        activation: RELU_6
+        batch_norm {
+          decay: 0.999700009823
+          center: true
+          scale: true
+          epsilon: 0.0010000000475
+          train: true
+        }
+      }
+      batch_norm_trainable: true
+      use_depthwise: true
+    }
+    box_coder {
+      faster_rcnn_box_coder {
+        y_scale: 10.0
+        x_scale: 10.0
+        height_scale: 5.0
+        width_scale: 5.0
+      }
+    }
+    matcher {
+      argmax_matcher {
+        matched_threshold: 0.5
+        unmatched_threshold: 0.5
+        ignore_thresholds: false
+        negatives_lower_than_unmatched: true
+        force_match_for_each_row: true
+      }
+    }
+    similarity_calculator {
+      iou_similarity {
+      }
+    }
+    box_predictor {
+      convolutional_box_predictor {
+        conv_hyperparams {
+          regularizer {
+            l2_regularizer {
+              weight: 3.99999989895e-05
+            }
+          }
+          initializer {
+            truncated_normal_initializer {
+              mean: 0.0
+              stddev: 0.0299999993294
+            }
+          }
+          activation: RELU_6
+          batch_norm {
+            decay: 0.999700009823
+            center: true
+            scale: true
+            epsilon: 0.0010000000475
+            train: true
+          }
+        }
+        min_depth: 0
+        max_depth: 0
+        num_layers_before_predictor: 0
+        use_dropout: false
+        dropout_keep_probability: 0.800000011921
+        kernel_size: 3
+        box_code_size: 4
+        apply_sigmoid_to_scores: false
+      }
+    }
+    anchor_generator {
+      ssd_anchor_generator {
+        num_layers: 6
+        min_scale: 0.20000000298
+        max_scale: 0.949999988079
+        aspect_ratios: 1.0
+        aspect_ratios: 2.0
+        aspect_ratios: 0.5
+        aspect_ratios: 3.0
+        aspect_ratios: 0.333299994469
+      }
+    }
+    post_processing {
+      batch_non_max_suppression {
+        score_threshold: 0.300000011921
+        iou_threshold: 0.600000023842
+        max_detections_per_class: 100
+        max_total_detections: 100
+      }
+      score_converter: SIGMOID
+    }
+    normalize_loss_by_num_matches: true
+    loss {
+      localization_loss {
+        weighted_smooth_l1 {
+        }
+      }
+      classification_loss {
+        weighted_sigmoid {
+        }
+      }
+      hard_example_miner {
+        num_hard_examples: 3000
+        iou_threshold: 0.990000009537
+        loss_type: CLASSIFICATION
+        max_negatives_per_positive: 3
+        min_negatives_per_image: 3
+      }
+      classification_weight: 1.0
+      localization_weight: 1.0
+    }
+  }
+}
+train_config {
+  batch_size: 24
+  data_augmentation_options {
+    random_horizontal_flip {
+    }
+  }
+  data_augmentation_options {
+    ssd_random_crop {
+    }
+  }
+  optimizer {
+    rms_prop_optimizer {
+      learning_rate {
+        exponential_decay_learning_rate {
+          initial_learning_rate: 0.00400000018999
+          decay_steps: 800720
+          decay_factor: 0.949999988079
+        }
+      }
+      momentum_optimizer_value: 0.899999976158
+      decay: 0.899999976158
+      epsilon: 1.0
+    }
+  }
+  fine_tune_checkpoint: "PATH_TO_BE_CONFIGURED/model.ckpt"
+  num_steps: 200000
+  fine_tune_checkpoint_type: "detection"
+}
+train_input_reader {
+  label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt"
+  tf_record_input_reader {
+    input_path: "PATH_TO_BE_CONFIGURED/mscoco_train.record"
+  }
+}
+eval_config {
+  num_examples: 8000
+  max_evals: 10
+  use_moving_averages: false
+}
+eval_input_reader {
+  label_map_path: "PATH_TO_BE_CONFIGURED/mscoco_label_map.pbtxt"
+  shuffle: false
+  num_readers: 1
+  tf_record_input_reader {
+    input_path: "PATH_TO_BE_CONFIGURED/mscoco_val.record"
+  }
+}