Spaces:
Runtime error
Runtime error
Update app.py
Browse files
app.py
CHANGED
@@ -7,96 +7,9 @@ from io import BytesIO
|
|
7 |
import requests
|
8 |
|
9 |
|
10 |
-
endpoint = Endpoint()
|
11 |
-
|
12 |
-
def local_edict(x, source_text, edit_text,
|
13 |
-
edit_strength, guidance_scale,
|
14 |
-
steps=50, mix_weight=0.93, ):
|
15 |
-
x = Image.fromarray(x)
|
16 |
-
return_im = EDICT_editing(x,
|
17 |
-
source_text,
|
18 |
-
edit_text,
|
19 |
-
steps=steps,
|
20 |
-
mix_weight=mix_weight,
|
21 |
-
init_image_strength=edit_strength,
|
22 |
-
guidance_scale=guidance_scale
|
23 |
-
)[0]
|
24 |
-
return np.array(return_im)
|
25 |
-
|
26 |
-
def encode_image(image):
|
27 |
-
buffered = BytesIO()
|
28 |
-
image.save(buffered, format="JPEG", quality=95)
|
29 |
-
buffered.seek(0)
|
30 |
-
|
31 |
-
return buffered
|
32 |
-
|
33 |
-
|
34 |
-
|
35 |
-
def decode_image(img_obj):
|
36 |
-
img = Image.open(img_obj).convert("RGB")
|
37 |
-
return img
|
38 |
-
|
39 |
def f(x):
|
40 |
return x
|
41 |
|
42 |
-
def edict(x, source_text, edit_text,
|
43 |
-
edit_strength, guidance_scale,
|
44 |
-
steps=50, mix_weight=0.93, ):
|
45 |
-
|
46 |
-
url = endpoint.url
|
47 |
-
url = url + "/api/edit"
|
48 |
-
headers = {### Misc.
|
49 |
-
|
50 |
-
"User-Agent": "EDICT HuggingFace Space",
|
51 |
-
"Auth-Token": get_token(),
|
52 |
-
}
|
53 |
-
|
54 |
-
data = {
|
55 |
-
"source_text": source_text,
|
56 |
-
"edit_text": edit_text,
|
57 |
-
"edit_strength": edit_strength,
|
58 |
-
"guidance_scale": guidance_scale,
|
59 |
-
}
|
60 |
-
|
61 |
-
image = encode_image(Image.fromarray(x))
|
62 |
-
files = {"image": image}
|
63 |
-
|
64 |
-
response = requests.post(url, data=data, files=files, headers=headers)
|
65 |
-
|
66 |
-
if response.status_code == 200:
|
67 |
-
return np.array(decode_image(BytesIO(response.content)))
|
68 |
-
else:
|
69 |
-
return "Error: " + response.text
|
70 |
-
# x = decode_image(response)
|
71 |
-
# return np.array(x)
|
72 |
-
|
73 |
-
examples = [
|
74 |
-
['square_ims/american_gothic.jpg', 'A painting of two people frowning', 'A painting of two people smiling', 0.5, 3],
|
75 |
-
['square_ims/colloseum.jpg', 'An old ruined building', 'A new modern office building', 0.8, 3],
|
76 |
-
]
|
77 |
-
|
78 |
-
|
79 |
-
examples.append(['square_ims/scream.jpg', 'A painting of someone screaming', 'A painting of an alien', 0.5, 3])
|
80 |
-
examples.append(['square_ims/yosemite.jpg', 'Granite forest valley', 'Granite desert valley', 0.8, 3])
|
81 |
-
examples.append(['square_ims/einstein.jpg', 'Mouth open', 'Mouth closed', 0.8, 3])
|
82 |
-
examples.append(['square_ims/einstein.jpg', 'A man', 'A man in K.I.S.S. facepaint', 0.8, 3])
|
83 |
-
"""
|
84 |
-
examples.extend([
|
85 |
-
['square_ims/imagenet_cake_2.jpg', 'A cupcake', 'A Chinese New Year cupcake', 0.8, 3],
|
86 |
-
['square_ims/imagenet_cake_2.jpg', 'A cupcake', 'A Union Jack cupcake', 0.8, 3],
|
87 |
-
['square_ims/imagenet_cake_2.jpg', 'A cupcake', 'A Nigerian flag cupcake', 0.8, 3],
|
88 |
-
['square_ims/imagenet_cake_2.jpg', 'A cupcake', 'A Santa Claus cupcake', 0.8, 3],
|
89 |
-
['square_ims/imagenet_cake_2.jpg', 'A cupcake', 'An Easter cupcake', 0.8, 3],
|
90 |
-
['square_ims/imagenet_cake_2.jpg', 'A cupcake', 'A hedgehog cupcake', 0.8, 3],
|
91 |
-
['square_ims/imagenet_cake_2.jpg', 'A cupcake', 'A rose cupcake', 0.8, 3],
|
92 |
-
])
|
93 |
-
"""
|
94 |
-
|
95 |
-
for dog_i in [1, 2]:
|
96 |
-
for breed in ['Golden Retriever', 'Chihuahua', 'Dalmatian']:
|
97 |
-
examples.append([f'square_ims/imagenet_dog_{dog_i}.jpg', 'A dog', f'A {breed}', 0.8, 3])
|
98 |
-
|
99 |
-
|
100 |
description = '*This demo is temporarily suspended for internal reasons* A gradio demo for [EDICT](https://arxiv.org/abs/2211.12446) (CVPR23)'
|
101 |
# description = gr.Markdown(description)
|
102 |
|
@@ -124,23 +37,11 @@ As with most StableDiffusion approaches, faces/text are often problematic to ren
|
|
124 |
A returned black image means that the [Safety Checker](https://huggingface.co/CompVis/stable-diffusion-safety-checker) triggered on the photo. This happens in odd cases sometimes (it often rejects
|
125 |
the huggingface logo or variations), but we need to keep it in for obvious reasons.
|
126 |
"""
|
127 |
-
|
128 |
-
"""
|
129 |
-
fn=edict, inputs=["image",
|
130 |
-
gr.Textbox(label="Original Description"),
|
131 |
-
gr.Textbox(label="Edit Description"),
|
132 |
-
# 50, # gr.Slider(5, 50, value=20, step=1),
|
133 |
-
# 0.93, # gr.Slider(0.5, 1, value=0.7, step=0.05),
|
134 |
-
gr.Slider(0.0, 1, value=0.8, step=0.05),
|
135 |
-
gr.Slider(0, 10, value=3, step=0.5),
|
136 |
-
],
|
137 |
-
"""
|
138 |
iface = gr.Interface(fn=f,
|
139 |
-
inputs=[
|
140 |
-
'str'
|
141 |
-
],
|
142 |
# examples = examples,
|
143 |
-
outputs="
|
144 |
description=description,
|
145 |
article=article)
|
146 |
iface.launch()
|
|
|
7 |
import requests
|
8 |
|
9 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
10 |
def f(x):
|
11 |
return x
|
12 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
13 |
description = '*This demo is temporarily suspended for internal reasons* A gradio demo for [EDICT](https://arxiv.org/abs/2211.12446) (CVPR23)'
|
14 |
# description = gr.Markdown(description)
|
15 |
|
|
|
37 |
A returned black image means that the [Safety Checker](https://huggingface.co/CompVis/stable-diffusion-safety-checker) triggered on the photo. This happens in odd cases sometimes (it often rejects
|
38 |
the huggingface logo or variations), but we need to keep it in for obvious reasons.
|
39 |
"""
|
40 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
41 |
iface = gr.Interface(fn=f,
|
42 |
+
inputs=['image'],
|
|
|
|
|
43 |
# examples = examples,
|
44 |
+
outputs="image",
|
45 |
description=description,
|
46 |
article=article)
|
47 |
iface.launch()
|