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Context RCNN/checkpoint

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+model_checkpoint_path: "model.ckpt"
+all_model_checkpoint_paths: "model.ckpt"

Context RCNN/frozen_inference_graph.pb

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+size 257609643

Context RCNN/model.ckpt.data-00000-of-00001

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f7c48fe8a6adc87d05b0db59707e6d69b676e24b6e7f2a2faf153f0a222d723b
+size 316831808

Context RCNN/model.ckpt.meta

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+oid sha256:ecfee57731ecd6d979c4266fed7da6e488b65da7d35de5ae02be05b56d804881
+size 2391425

Context RCNN/pipeline.config

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+model {
+  faster_rcnn {
+    num_classes: 1
+    image_resizer {
+      fixed_shape_resizer {
+        height: 640
+        width: 640
+      }
+    }
+    feature_extractor {
+      type: "faster_rcnn_resnet101"
+      first_stage_features_stride: 16
+      batch_norm_trainable: true
+    }
+    first_stage_anchor_generator {
+      grid_anchor_generator {
+        height_stride: 16
+        width_stride: 16
+        scales: 0.25
+        scales: 0.5
+        scales: 1.0
+        scales: 2.0
+        aspect_ratios: 0.5
+        aspect_ratios: 1.0
+        aspect_ratios: 2.0
+      }
+    }
+    first_stage_box_predictor_conv_hyperparams {
+      op: CONV
+      regularizer {
+        l2_regularizer {
+          weight: 0.0
+        }
+      }
+      initializer {
+        truncated_normal_initializer {
+          stddev: 0.01
+        }
+      }
+    }
+    first_stage_nms_score_threshold: 0.0
+    first_stage_nms_iou_threshold: 0.7
+    first_stage_max_proposals: 300
+    first_stage_localization_loss_weight: 2.0
+    first_stage_objectness_loss_weight: 1.0
+    initial_crop_size: 14
+    maxpool_kernel_size: 2
+    maxpool_stride: 2
+    second_stage_box_predictor {
+      mask_rcnn_box_predictor {
+        fc_hyperparams {
+          op: FC
+          regularizer {
+            l2_regularizer {
+              weight: 0.0
+            }
+          }
+          initializer {
+            variance_scaling_initializer {
+              factor: 1.0
+              uniform: true
+              mode: FAN_AVG
+            }
+          }
+        }
+        use_dropout: false
+        dropout_keep_probability: 1.0
+        share_box_across_classes: true
+      }
+    }
+    second_stage_post_processing {
+      batch_non_max_suppression {
+        score_threshold: 0.0
+        iou_threshold: 0.6
+        max_detections_per_class: 100
+        max_total_detections: 300
+      }
+      score_converter: SOFTMAX
+    }
+    second_stage_localization_loss_weight: 2.0
+    second_stage_classification_loss_weight: 1.0
+    use_matmul_crop_and_resize: true
+    clip_anchors_to_image: true
+    use_matmul_gather_in_matcher: true
+    use_static_balanced_label_sampler: true
+    use_static_shapes: true
+    context_config {
+      max_num_context_features: 2000
+      context_feature_length: 2057
+    }
+  }
+}
+train_config {
+  batch_size: 4
+  data_augmentation_options {
+    random_horizontal_flip {
+    }
+  }
+  sync_replicas: true
+  optimizer {
+    momentum_optimizer {
+      learning_rate {
+        manual_step_learning_rate {
+          initial_learning_rate: 0.02
+          schedule {
+            step: 1000
+            learning_rate: 0.0075
+          }
+          schedule {
+            step: 2000
+            learning_rate: 0.003
+          }
+          schedule {
+            step: 3500
+            learning_rate: 0.001
+          }
+          warmup: true
+        }
+      }
+      momentum_optimizer_value: 0.9
+    }
+    use_moving_average: false
+  }
+  gradient_clipping_by_norm: 10.0
+  fine_tune_checkpoint: "/content/context_rcnn_resnet101_snapshot_serengeti_2020_06_10/model.ckpt"
+  from_detection_checkpoint: true
+  num_steps: 4000
+  replicas_to_aggregate: 8
+  max_number_of_boxes: 100
+  unpad_groundtruth_tensors: false
+  use_bfloat16: true
+}
+train_input_reader {
+  label_map_path: "/content/tortoise_label_map.pbtxt"
+  tf_record_input_reader {
+    input_path: "/content/drive/MyDrive/B004_long_term_tfrecords/B004_context_rcnn_memory_train_embedding_with_context-00001-of-00001"
+  }
+  load_context_features: true
+}
+eval_config {
+  max_evals: 50
+  metrics_set: "coco_detection_metrics"
+  use_moving_averages: false
+  batch_size: 1
+}
+eval_input_reader {
+  label_map_path: "/content/tortoise_label_map.pbtxt"
+  shuffle: false
+  num_epochs: 1
+  tf_record_input_reader {
+    input_path: "/content/drive/MyDrive/B004_long_term_tfrecords/B004_context_rcnn_memory_test_embedding_with_context-00001-of-00001"
+  }
+  load_context_features: true
+}

Context RCNN/saved_model/saved_model.pb

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+version https://git-lfs.github.com/spec/v1
+oid sha256:6c08251418d1eb578b3fbb1905a64176bb50f9eb24da3576e0a836beda6f1e6c
+size 257721081