Update app.py
Browse files
app.py
CHANGED
|
@@ -0,0 +1,35 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import streamlit as st
|
| 2 |
+
from diffusers import StableDiffusionPipeline
|
| 3 |
+
import torch
|
| 4 |
+
|
| 5 |
+
st.set_page_config(page_title="Dreamscape Visualizer")
|
| 6 |
+
st.title("Dreamscape Visualizer")
|
| 7 |
+
|
| 8 |
+
@st.cache_resource
|
| 9 |
+
def load_pipeline():
|
| 10 |
+
pipe = StableDiffusionPipeline.from_pretrained(
|
| 11 |
+
"runwayml/stable-diffusion-v1-5",
|
| 12 |
+
torch_dtype=torch.float16
|
| 13 |
+
)
|
| 14 |
+
pipe.to("cuda" if torch.cuda.is_available() else "cpu")
|
| 15 |
+
return pipe
|
| 16 |
+
|
| 17 |
+
pipe = load_pipeline()
|
| 18 |
+
style_modifiers = {
|
| 19 |
+
"Fantasy": "dreamlike fantasy art",
|
| 20 |
+
"Nightmare": "dark horror surrealism",
|
| 21 |
+
"Lucid": "vivid hyperreal dreamscape",
|
| 22 |
+
"Sci-Fi": "futuristic dream world",
|
| 23 |
+
"Mythical": "ancient mythical surrealism"
|
| 24 |
+
}
|
| 25 |
+
|
| 26 |
+
prompt = st.text_area("Describe your dream:", height=100)
|
| 27 |
+
style = st.selectbox("Choose a style:", list(style_modifiers.keys()))
|
| 28 |
+
if st.button("Visualize Dream"):
|
| 29 |
+
if not prompt.strip():
|
| 30 |
+
st.warning("Please enter a dream description.")
|
| 31 |
+
else:
|
| 32 |
+
with st.spinner("Generating your dreamscape..."):
|
| 33 |
+
final_prompt = f"{prompt}, {style_modifiers[style]}"
|
| 34 |
+
image = pipe(final_prompt).images[0]
|
| 35 |
+
st.image(image, caption="Here is your dreamscape!",use_column_width=True)
|