Update README.md

README.md

@@ -33,9 +33,38 @@ below is an example on how to run a request using Python and `requests`.
 2. run request
 
 ```python
+import json
+from typing import List
+import requests as r
+import base64
 
+ENDPOINT_URL = ""
+HF_TOKEN = ""
 
+
+def predict(path_to_image: str = None, candiates: List[str] = None):
+    with open(path_to_image, "rb") as i:
+        b64 = base64.b64encode(i.read())
+
+    payload = {"inputs": {"image": b64.decode("utf-8"), "candiates": candiates}}
+    response = r.post(
+        ENDPOINT_URL, headers={"Authorization": f"Bearer {HF_TOKEN}"}, json=payload
+    )
+    return response.json()
+
+
+prediction = predict(
+    path_to_image="palace.jpg", candiates=["sea", "palace", "car", "ship"]
+)
 ```
 
+expected output
+
+```python
+[{'label': 'palace', 'score': 0.9996134638786316},
+ {'label': 'car', 'score': 0.0002602009626571089},
+ {'label': 'ship', 'score': 0.00011758189066313207},
+ {'label': 'sea', 'score': 8.666840585647151e-06}]
+```