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Update app.py
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app.py
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@@ -21,11 +21,14 @@ from detectron2.engine import DefaultPredictor
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from detectron2.config import get_cfg
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from detectron2.utils.visualizer import Visualizer
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from detectron2.data import MetadataCatalog, DatasetCatalog
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cfg = get_cfg()
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cfg.MODEL.DEVICE='cpu'
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cfg.MODEL.ROI_HEADS.SCORE_THRESH_TEST = 0.5
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cfg.MODEL.WEIGHTS = "model_weights/chatswood_buildings_poc.pth"
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def segment_buildings(input_image):
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from detectron2.config import get_cfg
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from detectron2.utils.visualizer import Visualizer
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from detectron2.data import MetadataCatalog, DatasetCatalog
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from detectron2.checkpoint import DetectionCheckpointer
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cfg = get_cfg()
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cfg.merge_from_file(model_zoo.get_config_file('COCO-Detection/faster_rcnn_R_101_FPN_3x.yaml'))
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cfg.MODEL.DEVICE='cpu'
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cfg.MODEL.ROI_HEADS.SCORE_THRESH_TEST = 0.5
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cfg.MODEL.WEIGHTS = "model_weights/chatswood_buildings_poc.pth"
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cfg.MODEL.ROI_HEADS.NUM_CLASSES = 8
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def segment_buildings(input_image):
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