Update README.md

README.md

@@ -79,17 +79,13 @@ python digit-recognition/inference.py my-digit.png
 my-digit.png: ੨ 0.99, ੩ 0.01, ੭ 0.00
 ```
 
-**From Python**
+**From Python**, inside the downloaded folder:
 
 ```python
-import sys
-from huggingface_hub import snapshot_download
-
-sys.path.insert(0, snapshot_download("aipanjab/digit-recognition"))
 from inference import DigitRecognizer
 
-recognizer = DigitRecognizer()
-print(recognizer.predict("my-digit.png"))   # {'੨': 0.99, '੩': 0.01, '੭': 0.0}
+recognizer = DigitRecognizer()                 # device="auto": an NVIDIA GPU if onnxruntime-gpu finds one, else the CPU
+print(recognizer.predict("my-digit.png"))      # {'੨': 0.99, '੩': 0.01, '੭': 0.0}
 ```
 
 `predict` takes a file path, an open file or a PIL image, and `top_k` (default 3). A picture with nothing drawn on it