haritsahm
commited on
Commit
·
dbe6ca0
1
Parent(s):
fde18f6
Add input image resizer
Browse files
main.py
CHANGED
@@ -18,6 +18,7 @@ BILATERAL_MODEL.load_state_dict(torch.load(
|
|
18 |
BILATERIAL_WEIGHT, map_location='cpu'))
|
19 |
BILATERAL_MODEL = BILATERAL_MODEL.to('cpu')
|
20 |
BILATERAL_MODEL.eval()
|
|
|
21 |
|
22 |
OUTPUT_GALLERY = gr.Gallery(
|
23 |
label='Highlighted Area').style(grid=[2], height='auto')
|
@@ -127,6 +128,8 @@ def predict_bilateral(files):
|
|
127 |
image = np.array(Image.open(str(path)))
|
128 |
image = cv2.normalize(
|
129 |
image, None, 0, 255, cv2.NORM_MINMAX, dtype=cv2.CV_8U)
|
|
|
|
|
130 |
|
131 |
images.append(image)
|
132 |
|
|
|
18 |
BILATERIAL_WEIGHT, map_location='cpu'))
|
19 |
BILATERAL_MODEL = BILATERAL_MODEL.to('cpu')
|
20 |
BILATERAL_MODEL.eval()
|
21 |
+
INPUT_HEIGHT, INPUT_WIDTH = 600, 500
|
22 |
|
23 |
OUTPUT_GALLERY = gr.Gallery(
|
24 |
label='Highlighted Area').style(grid=[2], height='auto')
|
|
|
128 |
image = np.array(Image.open(str(path)))
|
129 |
image = cv2.normalize(
|
130 |
image, None, 0, 255, cv2.NORM_MINMAX, dtype=cv2.CV_8U)
|
131 |
+
image = cv2.resize(
|
132 |
+
image, (INPUT_WIDTH, INPUT_HEIGHT), interpolation=cv2.INTER_LINEAR)
|
133 |
|
134 |
images.append(image)
|
135 |
|