Spaces:
Running
Running
Update app.py
Browse files
app.py
CHANGED
@@ -7,59 +7,65 @@ import base64
|
|
7 |
import requests
|
8 |
import json
|
9 |
import time
|
10 |
-
import logging
|
11 |
-
logging.basicConfig(level=logging.DEBUG)
|
12 |
-
|
13 |
|
14 |
def tryon(person_img, garment_img, seed, randomize_seed):
|
15 |
post_start_time = time.time()
|
|
|
16 |
if person_img is None or garment_img is None:
|
17 |
gr.Warning("Empty image")
|
18 |
return None, None, "Empty image"
|
|
|
19 |
if randomize_seed:
|
20 |
seed = random.randint(0, MAX_SEED)
|
|
|
21 |
encoded_person_img = cv2.imencode('.jpg', cv2.cvtColor(person_img, cv2.COLOR_RGB2BGR))[1].tobytes()
|
22 |
encoded_person_img = base64.b64encode(encoded_person_img).decode('utf-8')
|
|
|
23 |
encoded_garment_img = cv2.imencode('.jpg', cv2.cvtColor(garment_img, cv2.COLOR_RGB2BGR))[1].tobytes()
|
24 |
encoded_garment_img = base64.b64encode(encoded_garment_img).decode('utf-8')
|
25 |
|
26 |
-
|
|
|
27 |
token = os.environ['token']
|
28 |
cookie = os.environ['Cookie']
|
29 |
referer = os.environ['referer']
|
30 |
|
31 |
-
headers = {
|
32 |
data = {
|
33 |
"clothImage": encoded_garment_img,
|
34 |
"humanImage": encoded_person_img,
|
35 |
"seed": seed
|
36 |
}
|
|
|
37 |
try:
|
38 |
response = requests.post(url, headers=headers, data=json.dumps(data), timeout=50)
|
39 |
-
# print("post response code", response.status_code)
|
40 |
if response.status_code == 200:
|
41 |
result = response.json()['result']
|
42 |
status = result['status']
|
43 |
if status == "success":
|
44 |
uuid = result['result']
|
45 |
-
|
|
|
46 |
except Exception as err:
|
47 |
print(f"Post Exception Error: {err}")
|
48 |
raise gr.Error("Too many users, please try again later")
|
|
|
49 |
post_end_time = time.time()
|
50 |
print(f"post time used: {post_end_time-post_start_time}")
|
51 |
|
52 |
-
|
|
|
53 |
time.sleep(9)
|
54 |
Max_Retry = 12
|
55 |
result_img = None
|
56 |
info = ""
|
57 |
err_log = ""
|
|
|
58 |
for i in range(Max_Retry):
|
59 |
try:
|
60 |
-
|
|
|
61 |
response = requests.get(url, headers=headers, timeout=20)
|
62 |
-
# print("get response code", response.status_code)
|
63 |
if response.status_code == 200:
|
64 |
result = response.json()['result']
|
65 |
status = result['status']
|
@@ -71,26 +77,29 @@ def tryon(person_img, garment_img, seed, randomize_seed):
|
|
71 |
info = "Success"
|
72 |
break
|
73 |
elif status == "error":
|
74 |
-
err_log =
|
75 |
info = "Error"
|
76 |
break
|
77 |
else:
|
78 |
-
|
79 |
-
|
80 |
-
info = "URL error, pleace contact the admin"
|
81 |
break
|
82 |
except requests.exceptions.ReadTimeout:
|
83 |
err_log = "Http Timeout"
|
84 |
info = "Http Timeout, please try again later"
|
85 |
except Exception as err:
|
86 |
err_log = f"Get Exception Error: {err}"
|
|
|
87 |
time.sleep(1)
|
|
|
88 |
get_end_time = time.time()
|
89 |
print(f"get time used: {get_end_time-get_start_time}")
|
90 |
-
print(f"all time used: {get_end_time-get_start_time+post_end_time-post_start_time}")
|
|
|
91 |
if info == "":
|
92 |
err_log = f"No image after {Max_Retry} retries"
|
93 |
info = "Too many users, please try again later"
|
|
|
94 |
if info != "Success":
|
95 |
print(f"Error Log: {err_log}")
|
96 |
gr.Warning("Too many users, please try again later")
|
@@ -99,20 +108,25 @@ def tryon(person_img, garment_img, seed, randomize_seed):
|
|
99 |
|
100 |
def start_tryon(person_img, garment_img, seed, randomize_seed):
|
101 |
start_time = time.time()
|
|
|
102 |
if person_img is None or garment_img is None:
|
103 |
return None, None, "Empty image"
|
|
|
104 |
if randomize_seed:
|
105 |
seed = random.randint(0, MAX_SEED)
|
|
|
106 |
encoded_person_img = cv2.imencode('.jpg', cv2.cvtColor(person_img, cv2.COLOR_RGB2BGR))[1].tobytes()
|
107 |
encoded_person_img = base64.b64encode(encoded_person_img).decode('utf-8')
|
|
|
108 |
encoded_garment_img = cv2.imencode('.jpg', cv2.cvtColor(garment_img, cv2.COLOR_RGB2BGR))[1].tobytes()
|
109 |
encoded_garment_img = base64.b64encode(encoded_garment_img).decode('utf-8')
|
110 |
|
111 |
-
|
|
|
|
|
112 |
token = os.environ['token']
|
113 |
cookie = os.environ['Cookie']
|
114 |
referer = os.environ['referer']
|
115 |
-
interface.queue()
|
116 |
|
117 |
headers = {'Content-Type': 'application/json', 'token': token, 'Cookie': cookie, 'referer': referer}
|
118 |
data = {
|
@@ -125,7 +139,6 @@ def start_tryon(person_img, garment_img, seed, randomize_seed):
|
|
125 |
try:
|
126 |
session = requests.Session()
|
127 |
response = session.post(url, headers=headers, data=json.dumps(data), timeout=60)
|
128 |
-
print("response code", response.status_code)
|
129 |
if response.status_code == 200:
|
130 |
result = response.json()['result']
|
131 |
status = result['status']
|
@@ -136,17 +149,15 @@ def start_tryon(person_img, garment_img, seed, randomize_seed):
|
|
136 |
result_img = cv2.cvtColor(result_img, cv2.COLOR_RGB2BGR)
|
137 |
info = "Success"
|
138 |
else:
|
139 |
-
info = "Try again
|
140 |
else:
|
141 |
-
|
142 |
-
info = "URL error, pleace contact the admin"
|
143 |
except requests.exceptions.ReadTimeout:
|
144 |
-
print("timeout")
|
145 |
info = "Too many users, please try again later"
|
146 |
raise gr.Error("Too many users, please try again later")
|
147 |
except Exception as err:
|
148 |
-
|
149 |
-
|
150 |
end_time = time.time()
|
151 |
print(f"time used: {end_time-start_time}")
|
152 |
|
@@ -162,7 +173,7 @@ garm_list_path = [os.path.join(example_path,"cloth",garm) for garm in garm_list]
|
|
162 |
human_list = os.listdir(os.path.join(example_path,"human"))
|
163 |
human_list_path = [os.path.join(example_path,"human",human) for human in human_list]
|
164 |
|
165 |
-
css="""
|
166 |
#col-left {
|
167 |
margin: 0 auto;
|
168 |
max-width: 430px;
|
@@ -195,75 +206,48 @@ def change_imgs(image1, image2):
|
|
195 |
with gr.Blocks(css=css) as Tryon:
|
196 |
gr.HTML(load_description("assets/title.md"))
|
197 |
with gr.Row():
|
198 |
-
with gr.Column(elem_id
|
199 |
gr.HTML("""
|
200 |
<div style="display: flex; justify-content: center; align-items: center; text-align: center; font-size: 20px;">
|
201 |
-
<div>
|
202 |
-
Step 1. Upload a person image ⬇️
|
203 |
-
</div>
|
204 |
</div>
|
205 |
""")
|
206 |
-
with gr.Column(elem_id
|
207 |
gr.HTML("""
|
208 |
<div style="display: flex; justify-content: center; align-items: center; text-align: center; font-size: 20px;">
|
209 |
-
<div>
|
210 |
-
Step 2. Upload a garment image ⬇️
|
211 |
-
</div>
|
212 |
</div>
|
213 |
""")
|
214 |
-
with gr.Column(elem_id
|
215 |
gr.HTML("""
|
216 |
<div style="display: flex; justify-content: center; align-items: center; text-align: center; font-size: 20px;">
|
217 |
-
<div>
|
218 |
-
Step 3. Press “Run” to get try-on results
|
219 |
-
</div>
|
220 |
</div>
|
221 |
""")
|
222 |
with gr.Row():
|
223 |
-
with gr.Column(elem_id
|
224 |
imgs = gr.Image(label="Person image", sources='upload', type="numpy")
|
225 |
-
|
226 |
-
|
227 |
-
inputs=imgs,
|
228 |
-
examples_per_page=12,
|
229 |
-
examples=human_list_path
|
230 |
-
)
|
231 |
-
with gr.Column(elem_id = "col-mid"):
|
232 |
garm_img = gr.Image(label="Garment image", sources='upload', type="numpy")
|
233 |
-
example = gr.Examples(
|
234 |
-
|
235 |
-
examples_per_page=12,
|
236 |
-
examples=garm_list_path
|
237 |
-
)
|
238 |
-
with gr.Column(elem_id = "col-right"):
|
239 |
image_out = gr.Image(label="Result", show_share_button=False)
|
240 |
with gr.Row():
|
241 |
-
seed = gr.Slider(
|
242 |
-
label="Seed",
|
243 |
-
minimum=0,
|
244 |
-
maximum=MAX_SEED,
|
245 |
-
step=1,
|
246 |
-
value=0,
|
247 |
-
)
|
248 |
randomize_seed = gr.Checkbox(label="Random seed", value=True)
|
249 |
with gr.Row():
|
250 |
seed_used = gr.Number(label="Seed used")
|
251 |
result_info = gr.Text(label="Response")
|
252 |
-
# try_button = gr.Button(value="Run", elem_id="button")
|
253 |
test_button = gr.Button(value="Run", elem_id="button")
|
254 |
|
255 |
-
|
256 |
-
# try_button.click(fn=start_tryon, inputs=[imgs, garm_img, seed, randomize_seed], outputs=[image_out, seed_used, result_info], api_name='tryon',concurrency_limit=10)
|
257 |
test_button.click(fn=tryon, inputs=[imgs, garm_img, seed, randomize_seed], outputs=[image_out, seed_used, result_info], api_name=False, concurrency_limit=45)
|
258 |
|
259 |
-
with gr.Column(elem_id
|
260 |
gr.HTML("""
|
261 |
<div style="display: flex; justify-content: center; align-items: center; text-align: center; font-size: 20px;">
|
262 |
-
<div> </div>
|
263 |
-
<
|
264 |
-
<div>
|
265 |
-
Virtual try-on examples in pairs of person and garment images
|
266 |
-
</div>
|
267 |
</div>
|
268 |
""")
|
269 |
show_case = gr.Examples(
|
@@ -276,4 +260,4 @@ with gr.Blocks(css=css) as Tryon:
|
|
276 |
label=None
|
277 |
)
|
278 |
|
279 |
-
Tryon.queue(api_open=False).launch(show_api=False)
|
|
|
7 |
import requests
|
8 |
import json
|
9 |
import time
|
|
|
|
|
|
|
10 |
|
11 |
def tryon(person_img, garment_img, seed, randomize_seed):
|
12 |
post_start_time = time.time()
|
13 |
+
|
14 |
if person_img is None or garment_img is None:
|
15 |
gr.Warning("Empty image")
|
16 |
return None, None, "Empty image"
|
17 |
+
|
18 |
if randomize_seed:
|
19 |
seed = random.randint(0, MAX_SEED)
|
20 |
+
|
21 |
encoded_person_img = cv2.imencode('.jpg', cv2.cvtColor(person_img, cv2.COLOR_RGB2BGR))[1].tobytes()
|
22 |
encoded_person_img = base64.b64encode(encoded_person_img).decode('utf-8')
|
23 |
+
|
24 |
encoded_garment_img = cv2.imencode('.jpg', cv2.cvtColor(garment_img, cv2.COLOR_RGB2BGR))[1].tobytes()
|
25 |
encoded_garment_img = base64.b64encode(encoded_garment_img).decode('utf-8')
|
26 |
|
27 |
+
# Local server URL with the endpoint
|
28 |
+
url = "http://localhost:7860/Submit" # Using localhost and port 7860
|
29 |
token = os.environ['token']
|
30 |
cookie = os.environ['Cookie']
|
31 |
referer = os.environ['referer']
|
32 |
|
33 |
+
headers = {'Content-Type': 'application/json', 'token': token, 'Cookie': cookie, 'referer': referer}
|
34 |
data = {
|
35 |
"clothImage": encoded_garment_img,
|
36 |
"humanImage": encoded_person_img,
|
37 |
"seed": seed
|
38 |
}
|
39 |
+
|
40 |
try:
|
41 |
response = requests.post(url, headers=headers, data=json.dumps(data), timeout=50)
|
|
|
42 |
if response.status_code == 200:
|
43 |
result = response.json()['result']
|
44 |
status = result['status']
|
45 |
if status == "success":
|
46 |
uuid = result['result']
|
47 |
+
else:
|
48 |
+
gr.Warning("Error in processing")
|
49 |
except Exception as err:
|
50 |
print(f"Post Exception Error: {err}")
|
51 |
raise gr.Error("Too many users, please try again later")
|
52 |
+
|
53 |
post_end_time = time.time()
|
54 |
print(f"post time used: {post_end_time-post_start_time}")
|
55 |
|
56 |
+
# Handling the GET request after the POST to fetch the result
|
57 |
+
get_start_time = time.time()
|
58 |
time.sleep(9)
|
59 |
Max_Retry = 12
|
60 |
result_img = None
|
61 |
info = ""
|
62 |
err_log = ""
|
63 |
+
|
64 |
for i in range(Max_Retry):
|
65 |
try:
|
66 |
+
# Local URL for Query endpoint
|
67 |
+
url = f"http://localhost:7860/Query?taskId={uuid}" # Using the correct URL
|
68 |
response = requests.get(url, headers=headers, timeout=20)
|
|
|
69 |
if response.status_code == 200:
|
70 |
result = response.json()['result']
|
71 |
status = result['status']
|
|
|
77 |
info = "Success"
|
78 |
break
|
79 |
elif status == "error":
|
80 |
+
err_log = "Status is Error"
|
81 |
info = "Error"
|
82 |
break
|
83 |
else:
|
84 |
+
err_log = "URL error, please contact the admin"
|
85 |
+
info = "URL error, please contact the admin"
|
|
|
86 |
break
|
87 |
except requests.exceptions.ReadTimeout:
|
88 |
err_log = "Http Timeout"
|
89 |
info = "Http Timeout, please try again later"
|
90 |
except Exception as err:
|
91 |
err_log = f"Get Exception Error: {err}"
|
92 |
+
|
93 |
time.sleep(1)
|
94 |
+
|
95 |
get_end_time = time.time()
|
96 |
print(f"get time used: {get_end_time-get_start_time}")
|
97 |
+
print(f"all time used: {get_end_time-get_start_time + post_end_time-post_start_time}")
|
98 |
+
|
99 |
if info == "":
|
100 |
err_log = f"No image after {Max_Retry} retries"
|
101 |
info = "Too many users, please try again later"
|
102 |
+
|
103 |
if info != "Success":
|
104 |
print(f"Error Log: {err_log}")
|
105 |
gr.Warning("Too many users, please try again later")
|
|
|
108 |
|
109 |
def start_tryon(person_img, garment_img, seed, randomize_seed):
|
110 |
start_time = time.time()
|
111 |
+
|
112 |
if person_img is None or garment_img is None:
|
113 |
return None, None, "Empty image"
|
114 |
+
|
115 |
if randomize_seed:
|
116 |
seed = random.randint(0, MAX_SEED)
|
117 |
+
|
118 |
encoded_person_img = cv2.imencode('.jpg', cv2.cvtColor(person_img, cv2.COLOR_RGB2BGR))[1].tobytes()
|
119 |
encoded_person_img = base64.b64encode(encoded_person_img).decode('utf-8')
|
120 |
+
|
121 |
encoded_garment_img = cv2.imencode('.jpg', cv2.cvtColor(garment_img, cv2.COLOR_RGB2BGR))[1].tobytes()
|
122 |
encoded_garment_img = base64.b64encode(encoded_garment_img).decode('utf-8')
|
123 |
|
124 |
+
# Local server URL without the endpoint for the initial POST request
|
125 |
+
url = "http://localhost:7860" # Base URL
|
126 |
+
|
127 |
token = os.environ['token']
|
128 |
cookie = os.environ['Cookie']
|
129 |
referer = os.environ['referer']
|
|
|
130 |
|
131 |
headers = {'Content-Type': 'application/json', 'token': token, 'Cookie': cookie, 'referer': referer}
|
132 |
data = {
|
|
|
139 |
try:
|
140 |
session = requests.Session()
|
141 |
response = session.post(url, headers=headers, data=json.dumps(data), timeout=60)
|
|
|
142 |
if response.status_code == 200:
|
143 |
result = response.json()['result']
|
144 |
status = result['status']
|
|
|
149 |
result_img = cv2.cvtColor(result_img, cv2.COLOR_RGB2BGR)
|
150 |
info = "Success"
|
151 |
else:
|
152 |
+
info = "Try again later"
|
153 |
else:
|
154 |
+
info = "URL error, please contact the admin"
|
|
|
155 |
except requests.exceptions.ReadTimeout:
|
|
|
156 |
info = "Too many users, please try again later"
|
157 |
raise gr.Error("Too many users, please try again later")
|
158 |
except Exception as err:
|
159 |
+
info = "Error, please contact the admin"
|
160 |
+
|
161 |
end_time = time.time()
|
162 |
print(f"time used: {end_time-start_time}")
|
163 |
|
|
|
173 |
human_list = os.listdir(os.path.join(example_path,"human"))
|
174 |
human_list_path = [os.path.join(example_path,"human",human) for human in human_list]
|
175 |
|
176 |
+
css = """
|
177 |
#col-left {
|
178 |
margin: 0 auto;
|
179 |
max-width: 430px;
|
|
|
206 |
with gr.Blocks(css=css) as Tryon:
|
207 |
gr.HTML(load_description("assets/title.md"))
|
208 |
with gr.Row():
|
209 |
+
with gr.Column(elem_id="col-left"):
|
210 |
gr.HTML("""
|
211 |
<div style="display: flex; justify-content: center; align-items: center; text-align: center; font-size: 20px;">
|
212 |
+
<div>Step 1. Upload a person image ⬇️</div>
|
|
|
|
|
213 |
</div>
|
214 |
""")
|
215 |
+
with gr.Column(elem_id="col-mid"):
|
216 |
gr.HTML("""
|
217 |
<div style="display: flex; justify-content: center; align-items: center; text-align: center; font-size: 20px;">
|
218 |
+
<div>Step 2. Upload a garment image ⬇️</div>
|
|
|
|
|
219 |
</div>
|
220 |
""")
|
221 |
+
with gr.Column(elem_id="col-right"):
|
222 |
gr.HTML("""
|
223 |
<div style="display: flex; justify-content: center; align-items: center; text-align: center; font-size: 20px;">
|
224 |
+
<div>Step 3. Press “Run” to get try-on results</div>
|
|
|
|
|
225 |
</div>
|
226 |
""")
|
227 |
with gr.Row():
|
228 |
+
with gr.Column(elem_id="col-left"):
|
229 |
imgs = gr.Image(label="Person image", sources='upload', type="numpy")
|
230 |
+
example = gr.Examples(inputs=imgs, examples_per_page=12, examples=human_list_path)
|
231 |
+
with gr.Column(elem_id="col-mid"):
|
|
|
|
|
|
|
|
|
|
|
232 |
garm_img = gr.Image(label="Garment image", sources='upload', type="numpy")
|
233 |
+
example = gr.Examples(inputs=garm_img, examples_per_page=12, examples=garm_list_path)
|
234 |
+
with gr.Column(elem_id="col-right"):
|
|
|
|
|
|
|
|
|
235 |
image_out = gr.Image(label="Result", show_share_button=False)
|
236 |
with gr.Row():
|
237 |
+
seed = gr.Slider(label="Seed", minimum=0, maximum=MAX_SEED, step=1, value=0)
|
|
|
|
|
|
|
|
|
|
|
|
|
238 |
randomize_seed = gr.Checkbox(label="Random seed", value=True)
|
239 |
with gr.Row():
|
240 |
seed_used = gr.Number(label="Seed used")
|
241 |
result_info = gr.Text(label="Response")
|
|
|
242 |
test_button = gr.Button(value="Run", elem_id="button")
|
243 |
|
|
|
|
|
244 |
test_button.click(fn=tryon, inputs=[imgs, garm_img, seed, randomize_seed], outputs=[image_out, seed_used, result_info], api_name=False, concurrency_limit=45)
|
245 |
|
246 |
+
with gr.Column(elem_id="col-showcase"):
|
247 |
gr.HTML("""
|
248 |
<div style="display: flex; justify-content: center; align-items: center; text-align: center; font-size: 20px;">
|
249 |
+
<div> </div><br>
|
250 |
+
<div>Virtual try-on examples in pairs of person and garment images</div>
|
|
|
|
|
|
|
251 |
</div>
|
252 |
""")
|
253 |
show_case = gr.Examples(
|
|
|
260 |
label=None
|
261 |
)
|
262 |
|
263 |
+
Tryon.queue(api_open=False).launch(show_api=False)
|