Spaces:
Runtime error
Runtime error
Commit
•
e795847
1
Parent(s):
036cf29
Update app.py
Browse files
app.py
CHANGED
@@ -20,6 +20,13 @@ def midpoint(x1, y1, x2, y2):
|
|
20 |
y_mid = int((y1 + y2)/2)
|
21 |
return (x_mid, y_mid)
|
22 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
23 |
def draw_mask(img, bounds):
|
24 |
mask = np.zeros(img.shape[:2], dtype="uint8")
|
25 |
for bound in bounds:
|
@@ -53,12 +60,14 @@ def inference(img, lang):
|
|
53 |
bounds = reader.readtext(img.name)
|
54 |
im = PIL.Image.open(img.name)
|
55 |
img_array = np.array(im)
|
|
|
56 |
im = draw_mask(img_array, bounds)
|
57 |
im = Image.fromarray(im, 'RGB')
|
58 |
lang = ""
|
|
|
59 |
im.save('result.jpg')
|
60 |
|
61 |
-
return ['result.jpg', pd.DataFrame(bounds). iloc[: , 1:2]]
|
62 |
|
63 |
title = 'Manga Image Cleaner'
|
64 |
description = 'Image inpainting and text detection demo with the use of EasyOCR and CV2. To use it, simply upload your image and choose a language from the dropdown menu, or click one of the examples to test the program.'
|
@@ -75,7 +84,7 @@ gr.Interface(
|
|
75 |
inference,
|
76 |
[gr.inputs.Image(type='file', label='Input'),gr.inputs.Dropdown(choices, type="value", default="korean", label='language')],
|
77 |
[gr.outputs.Image(type='file', label='Output'),
|
78 |
-
|
79 |
gr.outputs.Dataframe()],
|
80 |
title=title,
|
81 |
description=description,
|
|
|
20 |
y_mid = int((y1 + y2)/2)
|
21 |
return (x_mid, y_mid)
|
22 |
|
23 |
+
def draw_boxes(image, bounds, color='yellow', width=2):
|
24 |
+
draw = ImageDraw.Draw(image)
|
25 |
+
for bound in bounds:
|
26 |
+
p0, p1, p2, p3 = bound[0]
|
27 |
+
draw.line([*p0, *p1, *p2, *p3, *p0], fill=color, width=width)
|
28 |
+
return image
|
29 |
+
|
30 |
def draw_mask(img, bounds):
|
31 |
mask = np.zeros(img.shape[:2], dtype="uint8")
|
32 |
for bound in bounds:
|
|
|
60 |
bounds = reader.readtext(img.name)
|
61 |
im = PIL.Image.open(img.name)
|
62 |
img_array = np.array(im)
|
63 |
+
img = draw_box(img_bounds)
|
64 |
im = draw_mask(img_array, bounds)
|
65 |
im = Image.fromarray(im, 'RGB')
|
66 |
lang = ""
|
67 |
+
img.save('box.jpg')
|
68 |
im.save('result.jpg')
|
69 |
|
70 |
+
return ['box.jpg', 'result.jpg', pd.DataFrame(bounds). iloc[: , 1:2]]
|
71 |
|
72 |
title = 'Manga Image Cleaner'
|
73 |
description = 'Image inpainting and text detection demo with the use of EasyOCR and CV2. To use it, simply upload your image and choose a language from the dropdown menu, or click one of the examples to test the program.'
|
|
|
84 |
inference,
|
85 |
[gr.inputs.Image(type='file', label='Input'),gr.inputs.Dropdown(choices, type="value", default="korean", label='language')],
|
86 |
[gr.outputs.Image(type='file', label='Output'),
|
87 |
+
gr.outputs.Image(type='file', label='Output'),
|
88 |
gr.outputs.Dataframe()],
|
89 |
title=title,
|
90 |
description=description,
|