update readme

README.md

@@ -1,8 +1,8 @@
 ---
-title: Map Diffuser
-emoji: 💻
-colorFrom: green
-colorTo: green
+title: Map Diffusers
+emoji: 🗺️
+colorFrom: purple
+colorTo: blue
 sdk: gradio
 sdk_version: 3.28.2
 app_file: app.py
@@ -11,4 +11,12 @@ tags:
 - jax-diffusers-event
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# Map Diffusers
+
+This is a demo of the [JAX Diffusers]() library. It was trained on data with maptiles form 
+- [OpenStreetMap](https://www.openstreetmap.org/)
+- [Mapbox Satellite](https://www.mapbox.com/maps/satellite/)
+- [Stamen Watercolor](http://maps.stamen.com/watercolor/#12/37.7706/-122.3782)
+- [Stamen Toner](http://maps.stamen.com/toner/#12/37.7706/-122.3782)
+
+We did this as part of the [JAX Diffusers Event](https://github.com/huggingface/community-events/tree/main/jax-controlnet-sprint) making use of the TPU's provided by Google Cloud and Hugging Face. 🤗

app.py

@@ -13,15 +13,19 @@ iface = gr.Interface(
     outputs=gr.components.Image(label="Output Image"),
     title="Map Diffuser",
     description="""
-        🌏 Generates four images from a given text prompt.
-        Examples:
+        🌏 Generates images from a given text prompt. The prompts are in the format:
+        `{style} map of {city} with {features}` or 
+        `satellite image of {city} with {features}` or
+        `satellite image with {features}` or
+        `satellite image of {city} with {features} and no {features}` 
+        and so on...
+
+        So for example:
         - "Satellite image of amsterdam with industrial area and highways"
-        - Watercolor style map of Amsterdam with residential area and highways
+        - "Watercolor style map of Amsterdam with residential area and highways"
         - "Toner style map of Amsterdam with residential area and highways"
         - "Satellite image with forests and residential, no water"
     """
-    # examples=[["Satellite image of amsterdam with industrial area and highways"], [
-    #     "Satellite image with forests and residential, no water"]]
 )
 
 iface.launch()