Spaces:
Runtime error
Runtime error
Commit ·
2bea005
1
Parent(s): a0be46c
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import gradio as gr
|
| 2 |
+
import torchvision
|
| 3 |
+
imp
|
| 4 |
+
ort torch
|
| 5 |
+
model = torch.hub.load(
|
| 6 |
+
"ndahlquist/pytorch-hub-stylegan:0.0.1",
|
| 7 |
+
"style_gan",
|
| 8 |
+
pretrained=True)
|
| 9 |
+
def iface(name):
|
| 10 |
+
model.eval()
|
| 11 |
+
device = 'cuda:0' if torch.cuda.is_available() else 'cpu'
|
| 12 |
+
model.to(device)
|
| 13 |
+
latents = torch.randn(1, 512, device=device)
|
| 14 |
+
with torch.no_grad():
|
| 15 |
+
img = model(latents)
|
| 16 |
+
img = (img.clamp(-1, 1) + 1) / 2.0
|
| 17 |
+
img2=img.numpy()
|
| 18 |
+
img3=img2.squeeze()
|
| 19 |
+
img4 = img3.swapaxes(0,1)
|
| 20 |
+
img5=img4.swapaxes(1,2)
|
| 21 |
+
out= img5
|
| 22 |
+
return out
|
| 23 |
+
demo = gr.Interface(fn=iface,inputs='text', outputs='image')
|
| 24 |
+
demo.launch()
|
| 25 |
+
|