Update app.py

app.py

@@ -19,9 +19,9 @@ def inference(truncation,seeds):
   return image
 
 title = "OCTaGAN"
-description = "Gradio demo for OCTaGAN. This paper demonstrates the model’s ability to generate anatomically and medically relevant mammograms by achieving an average AUC of 0.54 in a double-blind study on four expert mammography radiologists to distinguish between generated and real images, ascribing to the high visual quality of the synthesized and edited mammograms, and to their potential use in advancing and facilitating medical education. To use it, add seed and truncation, or click one of the examples to load them. Read more at the links below."
+description = "Gradio demo for OCTaGAN. OCTaGAN is a GAN trained on wide-field corneal Optical Coherence Tomography (OCT) scans to generate cornea scans with a variety of pathologies (e.g.keratoconus disease) and surgical procedures (e.g. Implantable Collamer Lens (ICL) surgery, intrastromal corneal ring segment (ICRS) surgery, and Laser vision correction). OCTaGAN can be used for educational purposes as well as for generating training examples for ML algorithms."
 
-article = "<p style='text-align: center'><a href='https://cyrilzakka.github.io/radiology/2020/10/13/mammogenesis.html' target='_blank'>MammoGANesis: Controlled Generation of High-Resolution Mammograms for Radiology Education</a><center><a href='https://colab.research.google.com/drive/1vfbvMMkEBIwiuSbuC5pP-hsQr1nBmJXa?usp=sharing' target='_blank'><img src='https://colab.research.google.com/assets/colab-badge.svg' alt='Open In Colab'/></a></center></p><center><img src='https://visitor-badge.glitch.me/badge?page_id=AUBMC-AIM_octogan' alt='visitor badge'></center>"
+article = "<p style='text-align: center'><img src='https://visitor-badge.glitch.me/badge?page_id=AUBMC-AIM_octogan' alt='visitor badge'></center>"
 
 gr.Interface(inference,[gr.inputs.Slider(label="truncation",minimum=0, maximum=5, step=0.1, default=0.8),gr.inputs.Slider(label="Seed",minimum=0, maximum=1000, step=1, default=0)],"pil",title=title,description=description,article=article, examples=[
     [0.8,0]