Spaces:
Runtime error
Runtime error
Add visualization script and results
Browse files- plot.py +26 -0
- results/CAM.png +0 -0
- results/ROLLOUT.png +0 -0
plot.py
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import matplotlib.pyplot as plt
|
2 |
+
from app import inference, examples
|
3 |
+
from PIL import Image
|
4 |
+
|
5 |
+
plt.rcParams["figure.figsize"] = (11,2)
|
6 |
+
|
7 |
+
title = ["CAM", "ROLLOUT"]
|
8 |
+
|
9 |
+
fig_resnet, axis_resnet = plt.subplots(1, len(examples))
|
10 |
+
|
11 |
+
plots = [plt.subplots(1, len(examples)) for _ in range(2)]
|
12 |
+
|
13 |
+
for i, image_path in enumerate(examples):
|
14 |
+
image = Image.open(image_path)
|
15 |
+
|
16 |
+
result = inference(image)
|
17 |
+
|
18 |
+
for j, (fig, axis) in enumerate(plots):
|
19 |
+
axis[i].imshow(result[2*j+1])
|
20 |
+
axis[i].set_title(result[2*j])
|
21 |
+
axis[i].set_axis_off()
|
22 |
+
|
23 |
+
|
24 |
+
for i, (plot, title) in enumerate(zip(plots, title)):
|
25 |
+
# plot[0].suptitle(title)
|
26 |
+
plot[0].savefig(f"{title}.png")
|
results/CAM.png
ADDED
results/ROLLOUT.png
ADDED