Update app.py

app.py

@@ -17,13 +17,13 @@ import torch
 from PIL import Image, ImageOps
 from diffusers import StableDiffusionInstructPix2PixPipeline
 
-title = "InstructCV"
+title = "InstructCV: Instruction-Tuned Text-to-Image Diffusion Models as Vision Generalists"
 
 description = """
 <p style='text-align: center'> Yulu Gan, Sungwoo Park, Alex Schubert, Anthony Philippakis, Ahmed Alaa <br>
-<a href='https://huggingface.co/spaces/alaa-lab/InstructCV' target='_blank'>Project Page</a> | <a href='https://arxiv.org/abs/2310.00390'>Paper</a> | <a href='https://github.com/AlaaLab/InstructCV' target='_blank'>Code</a></p>
-Gradio demo for InstructCV: Instruction-Tuned Text-to-Image Diffusion Models As Vision Generalists. \n
-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
+<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
+<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
 """  # noqa