File size: 7,614 Bytes
996c29a 25f6323 996c29a d691253 996c29a f7f38e1 996c29a d8b06ca 996c29a d1625e3 996c29a f4de1ae 341af28 e6c4947 996c29a 38175db 0371bab d1625e3 996c29a b734a17 996c29a 3623c6a 996c29a 2105e3c bc429c6 996c29a bc429c6 2105e3c 996c29a b734a17 996c29a b4c4614 f7f38e1 e6c4947 996c29a 0371bab 996c29a 0371bab 996c29a 0371bab 996c29a 0371bab 996c29a 0371bab 996c29a d8b06ca 996c29a b734a17 996c29a d8b06ca 996c29a |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 |
from utils import *
def onUpload():
return ""
def onClick(cloth_id, pose_image, pose_id, size, request: gr.Request):
if pose_image is None:
return None, "no pose image found !"
# pose_id, cloth_id = pose_id['label'], cloth_id['label']
# print(pose_id, cloth_id, size, (pose_image is None), len(pose_id)>0)
if len(pose_id)>0:
res = get_result_example(cloth_id, pose_id)
# print(res)
assert os.path.exists(res), res
# res = cv2.imread(res)
return res, "Done! Use the pre-run results directly, the cloth size does not take effect "
else:
try:
client_ip = request.client.host
x_forwarded_for = dict(request.headers).get('x-forwarded-for')
if x_forwarded_for:
client_ip = x_forwarded_for
timeId = int( str(time.time()).replace(".", "") )+random.randint(1000, 9999)
isUpload = upload_pose_img(ApiUrl, OpenId, ApiKey, client_ip, timeId, pose_image)
if isUpload==0:
return None, "fail to upload"
elif isUpload==-1:
return None, "There is a running task already, please wait and check the history tab"
elif isUpload==-2:
return None, "can not creat task, you have exhausted free trial quota"
taskId = publicClothSwap(ApiUrl, OpenId, ApiKey, client_ip, cloth_id, timeId, size)
if taskId==0:
return None, "fail to public you task"
max_try = 1
wait_s = 30
for i in range(max_try):
time.sleep(wait_s)
state = getInfRes(ApiUrl, OpenId, ApiKey, client_ip, timeId)
if state=='stateIs-1':
return None, "task failed, it may be that no human was detected, or there may be illegal content, etc. "
elif state=='stateIs0':
return None, "task not public success"
elif len(state)>20:
return state, "task finished"
elif (not state.startswith('stateIs')):
# return None, 'task is in queue, position is '+str(state)
pass
else:
return None, state
return None, "task has been created successfully, you can refresh the page 5~15 mins latter, and check the following history tab"
except Exception as e:
print(e)
return None, "fail to create task"
def onLoad(request: gr.Request):
client_ip = request.client.host
x_forwarded_for = dict(request.headers).get('x-forwarded-for')
if x_forwarded_for:
client_ip = x_forwarded_for
his_datas = [None for _ in range(10)]
try:
infs = getAllInfs(ApiUrl, OpenId, ApiKey, client_ip)
print(client_ip, 'history infs: ', len(infs))
# print(infs)
for i, inf in enumerate(infs):
if i>4: continue
pose = inf['pose']
res = inf['res']
# his_datas[i*2] = f"[pose]({pose})"+f""
# his_datas[i*2+1] = f"[res]({res})"+f""
his_datas[i*2] = f"<img src=\"{pose}\" >"
his_datas[i*2+1] = f"<img src=\"{res}\" >"
time.sleep(3)
except Exception as e:
print(e)
return his_datas
cloth_examples = get_cloth_examples()
pose_examples = get_pose_examples()
# Description
title = r"""
<h1 align="center">Outfit Anyone in the Wild: Get rid of Annoying Restrictions for Virtual Try-on Task</h1>
"""
description = r"""
<b>Official 🤗 Gradio demo</b> for <a href='https://github.com/selfitcamera/Outfit-Anyone-in-the-Wild' target='_blank'><b>Outfit Anyone in the Wild: Get rid of Annoying Restrictions for Virtual Try-on Task</b></a>.<br>
1. Clothing models are fixed in this demo, but you can create your own in SelfitCamera WeChat applet (for Chainese users).
2. You can upload your own pose photo, then click the run button and wait for 3~5 minutes to see the results.
3. After submitting the task, feel free to leave this page. Everytime you refresh this page, completed tasks will be displayed on the history tab (bind with your ip address).
4. Share your try-on photo with your friends and enjoy! 😊"""
css = """
.gradio-container {width: 85% !important}
"""
with gr.Blocks(css=css) as demo:
# description
gr.Markdown(title)
gr.Markdown(description)
with gr.Row():
with gr.Column():
with gr.Column():
# cloth_image = gr.Image(type="numpy", value=cloth_examples[0][1], label="")
cloth_image = gr.Image(sources='clipboard', type="filepath", label="",
value=None)
cloth_id = gr.Label(value=cloth_examples[0][0], label="Clothing 3D Model", visible=False)
example = gr.Examples(inputs=[cloth_id, cloth_image],
examples_per_page=3,
examples = cloth_examples)
with gr.Column():
with gr.Column():
# pose_image = gr.Image(source='upload', value=pose_examples[0][1],
# type="numpy", label="")
pose_image = gr.Image(value=None,
type="numpy", label="")
pose_id = gr.Label(value=pose_examples[0][0], label="Pose Image", visible=False)
example_pose = gr.Examples(inputs=[pose_id, pose_image],
examples_per_page=3,
examples=pose_examples)
size_slider = gr.Slider(-2.5, 2.5, value=1, interactive=True, label="clothes size")
with gr.Column():
with gr.Column():
run_button = gr.Button(value="Run")
init_res = get_result_example(cloth_examples[0][0], pose_examples[0][0])
res_image = gr.Image(label="result image", value=None, type="filepath")
# res_image = gr.Image(label="result image", value=None, type="numpy")
# res_image = gr.Image(label="result image", value=cv2.imread(init_res),
# type="numpy")
info_text = gr.Textbox(value="", interactive=False,
label='runtime information')
with gr.Tab('history'):
with gr.Row():
his_pose_image1 = gr.HTML()
his_res_image1 = gr.HTML()
with gr.Row():
his_pose_image2 = gr.HTML()
his_res_image2 = gr.HTML()
with gr.Row():
his_pose_image3 = gr.HTML()
his_res_image3 = gr.HTML()
with gr.Row():
his_pose_image4 = gr.HTML()
his_res_image4 = gr.HTML()
with gr.Row():
his_pose_image5 = gr.HTML()
his_res_image5 = gr.HTML()
run_button.click(fn=onClick, inputs=[cloth_id, pose_image, pose_id, size_slider],
outputs=[res_image, info_text], concurrency_limit=50)
pose_image.upload(fn=onUpload, inputs=[], outputs=[pose_id],)
demo.load(onLoad, inputs=[], outputs=[his_pose_image1, his_res_image1,
his_pose_image2, his_res_image2, his_pose_image3, his_res_image3,
his_pose_image4, his_res_image4, his_pose_image5, his_res_image5,
])
if __name__ == "__main__":
demo.queue(max_size=50)
# demo.queue(concurrency_count=60)
# demo.launch(server_name='0.0.0.0', server_port=225)
demo.launch(server_name='0.0.0.0')
|