Spaces:
Running
on
Zero
Running
on
Zero
Charlie Amalet
commited on
Commit
·
5212158
1
Parent(s):
949b232
Create app.py
Browse files
app.py
ADDED
@@ -0,0 +1,45 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
from zoedepth.utils.config import get_config
|
2 |
+
from zoedepth.models.builder import build_model
|
3 |
+
|
4 |
+
import gradio as gr
|
5 |
+
import torch
|
6 |
+
|
7 |
+
from depth import depth_interface
|
8 |
+
from mesh import mesh_interface
|
9 |
+
|
10 |
+
|
11 |
+
css = """
|
12 |
+
#img-display-container {
|
13 |
+
max-height: 50vh;
|
14 |
+
}
|
15 |
+
#img-display-input {
|
16 |
+
max-height: 40vh;
|
17 |
+
}
|
18 |
+
#img-display-output {
|
19 |
+
max-height: 40vh;
|
20 |
+
}
|
21 |
+
|
22 |
+
"""
|
23 |
+
DEVICE = 'cuda' if torch.cuda.is_available() else 'cpu'
|
24 |
+
model = torch.hub.load('isl-org/ZoeDepth', "ZoeD_N", pretrained=True).to(DEVICE).eval()
|
25 |
+
|
26 |
+
# config_mode="infer"
|
27 |
+
# pretrained_resource = f"local::C:/Users/Charl/.cache/torch/hub/checkpoints/ZoeD_M12_N.pt"
|
28 |
+
# config = get_config("zoedepth", config_mode, pretrained_resource=pretrained_resource)
|
29 |
+
# model = build_model(config).to(DEVICE).eval()
|
30 |
+
|
31 |
+
# title = "# ZoeDepth"
|
32 |
+
# description = """Official demo for **ZoeDepth: Zero-shot Transfer by Combining Relative and Metric Depth**."""
|
33 |
+
|
34 |
+
with gr.Blocks(css=css) as API:
|
35 |
+
# gr.Markdown(title)
|
36 |
+
# gr.Markdown(description)
|
37 |
+
with gr.Tab("Depth Prediction"):
|
38 |
+
depth_interface(model)
|
39 |
+
with gr.Tab("Image to 3D"):
|
40 |
+
mesh_interface(model)
|
41 |
+
# with gr.Tab("360 Panorama to 3D"):
|
42 |
+
# create_pano_to_3d_demo(model)
|
43 |
+
|
44 |
+
if __name__ == '__main__':
|
45 |
+
API.launch()
|