Update README.md

README.md

@@ -6,3 +6,22 @@ languages:
 - en
 license: bsd-3-clause
 ---
+
+```python
+import requests
+from PIL import Image
+from transformers import BlipProcessor, BlipForConditionalGeneration
+processor = BlipProcessor.from_pretrained(""Revrse/icon-captioning-model"")
+model = BlipForConditionalGeneration.from_pretrained(""Revrse/icon-captioning-model"")
+img_url = 'https://storage.googleapis.com/sfr-vision-language-research/BLIP/demo.jpg' 
+raw_image = Image.open(requests.get(img_url, stream=True).raw).convert('RGB')
+# conditional image captioning
+text = "a photography of"
+inputs = processor(raw_image, text, return_tensors="pt")
+out = model.generate(**inputs)
+print(processor.decode(out[0], skip_special_tokens=True))
+# unconditional image captioning
+inputs = processor(raw_image, return_tensors="pt")
+out = model.generate(**inputs)
+print(processor.decode(out[0], skip_special_tokens=True))
+```