improve_frontmatter (#3)

- frontmatter (6da8c8e948f1154ab8ccc484f47fe44c4473b795)
- change (52c2c6444c0640d687b0ecb728e28019173435b6)
- remove stability (cd5e87ba7fc7080485ea6bf73258b19753b61463)

app.py

@@ -26,7 +26,11 @@ iface = gr.Interface(
     fn=output_generate,
     inputs=gr.Image(label="Input image", type="pil"),
     outputs=gr.Text(label="Caption output"),
-    title="CoCa: Contrastive Captioners are Image-Text Foundation Models",
+    title="CoCa: Contrastive Captioners",
+    description=(
+        "An open source implementation of **CoCa: Contrastive Captioners are Image-Text Foundation Models** https://arxiv.org/abs/2205.01917. "
+        "Built using [open_clip](https://github.com/mlfoundations/open_clip) with an effort from [LAION](https://laion.ai/)."
+    ),
     examples=[path.as_posix() for path in paths],
 )
 iface.launch()