Upload app.py

app.py

@@ -22,7 +22,7 @@ from detectron2.utils.visualizer import Visualizer
 from detectron2.data import MetadataCatalog
 
 
-model_path = "https://huggingface.co/dbmdz/detectron2-model/resolve/main/model_final.pth"
+model_path = "https://huggingface.co/asalhi85/Smartathon-Detectron2/resolve/9f4d573340b033e651d4937906f23850f9b6bc57/phase2_detectron_model.pth"
 
 cfg = get_cfg()
 cfg.merge_from_file("./faster_rcnn_X_101_32x8d_FPN_3x.yaml")
@@ -30,8 +30,11 @@ cfg.MODEL.ROI_HEADS.NUM_CLASSES = 2
 cfg.MODEL.WEIGHTS = model_path
 
 my_metadata = MetadataCatalog.get("dbmdz_coco_all")
-my_metadata.thing_classes = ["Illumination", "Illustration"]
-
+my_metadata.thing_classes = ["GRAFFITI", "FADED_SIGNAGE","POTHOLES","GARBAGE","CONSTRUCTION_ROAD","BROKEN_SIGNAGE","BAD_STREETLIGHT","BAD_BILLBOARD","SAND_ON_ROAD","CLUTTER_SIDEWALK","UNKEPT_FACADE"]
+# #smart_dict={'GRAFFITI' : 0.0 , 'FADED_SIGNAGE': 1.0 , 'POTHOLES': 2.0,
+#             'GARBAGE' : 3.0 , 'CONSTRUCTION_ROAD': 4.0 , 'BROKEN_SIGNAGE': 5.0,
+#             'BAD_STREETLIGHT' : 6.0 , 'BAD_BILLBOARD': 7.0 , 'SAND_ON_ROAD':8.0,
+#             'CLUTTER_SIDEWALK' : 9.0 , 'UNKEPT_FACADE': 10.0}
 if not torch.cuda.is_available():
     cfg.MODEL.DEVICE = "cpu"