update

app.py

@@ -23,8 +23,27 @@ def segment(image, labels):
 
 
 gr.Interface(
+    title='LSeg: Language-driven Semantic Segmentation',
     fn=segment,
-    inputs=['image', gr.Textbox(
-        placeholder='other\ncat', lines=5, max_lines=50)],
-    outputs=[gr.Gallery().style(grid=[2, 3], height="auto")]
+    inputs=[
+        gr.Image(),
+        gr.Textbox(placeholder='other\ncat', lines=5, max_lines=50),
+    ],
+    outputs=[
+        gr.Gallery().style(grid=[2, 3], height="auto")
+    ],
+    article='''## More
+* There are more interesting models in [PaddleHub](https://github.com/PaddlePaddle/PaddleHub), you can star [PaddleHub](https://github.com/PaddlePaddle/PaddleHub) to follow.
+
+* Besides, you can use free GPU resourses in [AIStudio](https://aistudio.baidu.com/aistudio/projectdetail/4580391) to enjoy more cases, have fun.
+    
+    [![](https://user-images.githubusercontent.com/22424850/187849103-074cb6d2-a9b4-49a1-b1f0-fc130049769f.png)](https://github.com/PaddlePaddle/PaddleHub/stargazers)
+
+## References
+* Paper: [Language-driven Semantic Segmentation](https://arxiv.org/abs/2201.03546)
+
+* Offical Code: [isl-org/lang-seg](https://github.com/isl-org/lang-seg)
+''',
+    examples=[['cat.jpeg', 'other\ncat']],
+    cache_examples=True
 ).launch()