Update app.py

app.py

@@ -22,8 +22,9 @@ title = "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision
 description = """
 <p style='text-align: center'> Yulu Gan, Sungwoo Park, Alex Schubert, Anthony Philippakis, Ahmed Alaa <br>
 <a href='https://arxiv.org/abs/2310.00390'>arXiv</a> | <a href='https://github.com/AlaaLab/InstructCV' target='_blank'>Code</a></p>
-we develop a <b>unified language interface</b> for computer vision tasks that abstracts away task-specific design choices and enables task execution by following natural language instructions. \n
+We develop a <b>unified language interface</b> for computer vision tasks that abstracts away task-specific design choices and enables task execution by following natural language instructions. \n\n
 <b>Tips for using this demo</b>: Please upload a new image and provide an instruction outlining the specific vision task you wish InstructCV to perform (e.g., “Segment the dog”, “Detect the dog”, “Estimate the depth map of this image”, etc.). \n
+![Application of InstructCV to new test images & user-written instructions](https://ibb.co/YyvCrkT"")
 """  # noqa