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README.md

@@ -9,23 +9,4 @@ app_file: app.py
 pinned: false
 ---
 
-```python
-from transformers import SegformerFeatureExtractor, SegformerForSemanticSegmentation
-from PIL import Image
-import requests
-
-feature_extractor = SegformerFeatureExtractor.from_pretrained("nvidia/segformer-b3-finetuned-cityscapes-1024-1024")
-model = SegformerForSemanticSegmentation.from_pretrained("nvidia/segformer-b3-finetuned-cityscapes-1024-1024")
-
-url = ["https://imagescdn.gettyimagesbank.com/500/201407/a8281860.jpg",
-       "https://imagescdn.gettyimagesbank.com/500/14/890/614/3/a8281872.jpg",
-       "https://50plus.or.kr/upload/im/2019/06/d3007817-9c63-468d-bbc1-0afa8f10874e.jpg"
-       ]
-image = Image.open(requests.get(url, stream=True).raw)
-
-inputs = feature_extractor(images=image, return_tensors="pt")
-outputs = model(**inputs)
-logits = outputs.logits  # shape (batch_size, num_labels, height/4, width/4)
-```
-
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -0,0 +1,19 @@
+import gradio as gr
+from PIL import Image
+import requests
+
+url1 = "https://encrypted-tbn0.gstatic.com/images?q=tbn:ANd9GcR2b2MLoVSTb0tF312bh0HNeFyMPW5w1VV6KZ7yyKw6wx4n7A2uvYaSQkGjsx49yKaKuvU&usqp=CAU"
+url2 = "https://cdn.bizwnews.com/news/photo/202310/67109_71665_5855.jpg"
+url3 = "https://wimg.mk.co.kr/news/cms/202306/28/news-p.v1.20230628.118f551f4481418398049c100db5ef16_P1.jpg"
+
+image1 = Image.open(requests.get(url1, stream=True).raw)
+image2 = Image.open(requests.get(url2, stream=True).raw)
+image3 = Image.open(requests.get(url3, stream=True).raw)
+demo = gr.Interface(fn=sepia,
+                    inputs=gr.Image(shape=(400, 600)),
+                    outputs=['plot'],
+                    examples=["image1", "image2", "image3"],
+                    allow_flagging='never')
+
+
+demo.launch()