Update README.md

README.md

@@ -1,3 +1,22 @@
 ---
 license: apache-2.0
 ---
+```
+from frcnn.frcnn_ids import *
+from frcnn.visualizing_image import SingleImageViz
+from frcnn.processing_image import *
+from frcnn.modeling_frcnn import *
+from frcnn.utils import *
+  
+
+max_detections = 36
+frcnn_config = json.load(open("frcnn/config.jsonl"))
+frcnn_config = Config(frcnn_config)
+frcnn = GeneralizedRCNN(frcnn_config).half().cuda()
+image_preprocessor = Preprocess(frcnn_config).half().cuda()
+
+img_url = 'image2.png' 
+raw_image = Image.open(img_url).convert('RGB')
+frcnn_output = decode_image(asarray(raw_image),  frcnn, image_preprocessor, max_detections=max_detections)
+
+```