ipcoder
diff --git a/‎research/object_detection/builders/model_builder.py
Lines changed: 3 additions & 0 deletions b/‎research/object_detection/builders/model_builder.py
Lines changed: 3 additions & 0 deletions
diff --git a/‎research/object_detection/builders/model_builder_test.py
Lines changed: 68 additions & 0 deletions b/‎research/object_detection/builders/model_builder_test.py
Lines changed: 68 additions & 0 deletions
@@ -30,6 +30,7 @@
 from object_detection.models import faster_rcnn_inception_resnet_v2_feature_extractor as frcnn_inc_res
 from object_detection.models import faster_rcnn_inception_v2_feature_extractor as frcnn_inc_v2
 from object_detection.models import faster_rcnn_nas_feature_extractor as frcnn_nas
+from object_detection.models import faster_rcnn_pnas_feature_extractor as frcnn_pnas
 from object_detection.models import faster_rcnn_resnet_v1_feature_extractor as frcnn_resnet_v1
 from object_detection.models import ssd_resnet_v1_fpn_feature_extractor as ssd_resnet_v1_fpn
 from object_detection.models.embedded_ssd_mobilenet_v1_feature_extractor import EmbeddedSSDMobileNetV1FeatureExtractor
@@ -55,6 +56,8 @@
 FASTER_RCNN_FEATURE_EXTRACTOR_CLASS_MAP = {
     'faster_rcnn_nas':
     frcnn_nas.FasterRCNNNASFeatureExtractor,
+    'faster_rcnn_pnas':
+    frcnn_pnas.FasterRCNNPNASFeatureExtractor,
     'faster_rcnn_inception_resnet_v2':
     frcnn_inc_res.FasterRCNNInceptionResnetV2FeatureExtractor,
     'faster_rcnn_inception_v2':
 
@@ -25,6 +25,7 @@
 from object_detection.models import faster_rcnn_inception_resnet_v2_feature_extractor as frcnn_inc_res
 from object_detection.models import faster_rcnn_inception_v2_feature_extractor as frcnn_inc_v2
 from object_detection.models import faster_rcnn_nas_feature_extractor as frcnn_nas
+from object_detection.models import faster_rcnn_pnas_feature_extractor as frcnn_pnas
 from object_detection.models import faster_rcnn_resnet_v1_feature_extractor as frcnn_resnet_v1
 from object_detection.models import ssd_resnet_v1_fpn_feature_extractor as ssd_resnet_v1_fpn
 from object_detection.models.embedded_ssd_mobilenet_v1_feature_extractor import EmbeddedSSDMobileNetV1FeatureExtractor
@@ -728,6 +729,73 @@ def test_create_faster_rcnn_nas_model_from_config(self):
         model._feature_extractor,
         frcnn_nas.FasterRCNNNASFeatureExtractor)
 
+  def test_create_faster_rcnn_pnas_model_from_config(self):
+    model_text_proto = """
+      faster_rcnn {
+        num_classes: 3
+        image_resizer {
+          keep_aspect_ratio_resizer {
+            min_dimension: 600
+            max_dimension: 1024
+          }
+        }
+        feature_extractor {
+          type: 'faster_rcnn_pnas'
+        }
+        first_stage_anchor_generator {
+          grid_anchor_generator {
+            scales: [0.25, 0.5, 1.0, 2.0]
+            aspect_ratios: [0.5, 1.0, 2.0]
+            height_stride: 16
+            width_stride: 16
+          }
+        }
+        first_stage_box_predictor_conv_hyperparams {
+          regularizer {
+            l2_regularizer {
+            }
+          }
+          initializer {
+            truncated_normal_initializer {
+            }
+          }
+        }
+        initial_crop_size: 17
+        maxpool_kernel_size: 1
+        maxpool_stride: 1
+        second_stage_box_predictor {
+          mask_rcnn_box_predictor {
+            fc_hyperparams {
+              op: FC
+              regularizer {
+                l2_regularizer {
+                }
+              }
+              initializer {
+                truncated_normal_initializer {
+                }
+              }
+            }
+          }
+        }
+        second_stage_post_processing {
+          batch_non_max_suppression {
+            score_threshold: 0.01
+            iou_threshold: 0.6
+            max_detections_per_class: 100
+            max_total_detections: 300
+          }
+          score_converter: SOFTMAX
+        }
+      }"""
+    model_proto = model_pb2.DetectionModel()
+    text_format.Merge(model_text_proto, model_proto)
+    model = model_builder.build(model_proto, is_training=True)
+    self.assertIsInstance(model, faster_rcnn_meta_arch.FasterRCNNMetaArch)
+    self.assertIsInstance(
+        model._feature_extractor,
+        frcnn_pnas.FasterRCNNPNASFeatureExtractor)
+
   def test_create_faster_rcnn_inception_resnet_v2_model_from_config(self):
     model_text_proto = """
       faster_rcnn {