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AiDA_Python/app/service/design_fast/design_generate.py

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import logging
import threading
import time
import requests
from minio import Minio
from app.core.config import *
from app.service.design_fast.item import BodyItem, TopItem, BottomItem, AccessoriesItem
from app.service.design_fast.utils.organize import organize_body, organize_clothing, organize_accessories
from app.service.design_fast.utils.progress import final_progress, update_progress
from app.service.design_fast.utils.synthesis_item import synthesis, synthesis_single, update_base_size_priority
from app.service.utils.decorator import RunTime
id_lock = threading.Lock()
logger = logging.getLogger()
minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)
def process_item(item, basic):
# 处理project中单个item
if item['type'] == "Body":
body_server = BodyItem(data=item, basic=basic, minio_client=minio_client)
item_data = body_server.process()
elif item['type'].lower() in ['blouse', 'outwear', 'dress', 'tops']:
top_server = TopItem(data=item, basic=basic, minio_client=minio_client)
item_data = top_server.process()
elif item['type'].lower() in ['skirt', 'trousers', 'bottoms']:
bottom_server = BottomItem(data=item, basic=basic, minio_client=minio_client)
item_data = bottom_server.process()
elif item['type'].lower() in ['accessories']:
bottom_server = AccessoriesItem(data=item, basic=basic, minio_client=minio_client)
item_data = bottom_server.process()
else:
raise NotImplementedError(f"Item type {item['type']} not implemented")
return item_data
def process_layer(item, layers):
# item处理结束后 对图层数据组装
if item['name'] == "mannequin":
body_layer = organize_body(item)
layers.append(body_layer)
return item['body_image'].size
elif item['name'] == 'accessories':
front_layer, back_layer = organize_accessories(item)
layers.append(front_layer)
layers.append(back_layer)
else:
front_layer, back_layer = organize_clothing(item)
layers.append(front_layer)
layers.append(back_layer)
@RunTime
def design_generate(request_data):
objects_data = request_data.dict()['objects']
process_id = request_data.dict()['process_id']
object_response = {}
threads = []
active_threads = 0
lock = threading.Lock()
total = len(objects_data)
def process_object(step, object):
nonlocal active_threads
basic = object['basic']
items_response = {'layers': [], 'objectSign': object['objectSign'] if 'objectSign' in object.keys() else ""}
if basic['single_overall'] == "overall":
item_results = []
for item in object['items']:
item_results.append(process_item(item, basic))
layers = []
body_size = None
for item in item_results:
body_size = process_layer(item, layers)
layers = sorted(layers, key=lambda s: s.get("priority", float('inf')))
layers, new_size = update_base_size_priority(layers, body_size)
for lay in layers:
items_response['layers'].append({
'image_category': "body" if lay['name'] == 'mannequin' else lay['name'],
'position': lay['position'],
'priority': lay.get("priority", None),
'resize_scale': lay['resize_scale'] if "resize_scale" in lay.keys() else None,
'image_size': lay['image'] if lay['image'] is None else lay['image'].size,
'gradient_string': lay['gradient_string'] if 'gradient_string' in lay.keys() else "",
'mask_url': lay['mask_url'],
'image_url': lay['image_url'] if 'image_url' in lay.keys() else None,
'pattern_image_url': lay['pattern_image_url'] if 'pattern_image_url' in lay.keys() else None,
# 'back_perspective_url': lay['back_perspective_url'] if 'back_perspective_url' in lay.keys() else None,
})
items_response['synthesis_url'] = synthesis(layers, new_size, basic)
else:
item_result = process_item(object['items'][0], basic)
items_response['layers'].append({
'image_category': f"{item_result['name']}_front",
'image_size': item_result['back_image'].size if item_result['back_image'] else None,
'position': None,
'priority': 0,
'image_url': item_result['front_image_url'],
'mask_url': item_result['mask_url'],
"gradient_string": item_result['gradient_string'] if 'gradient_string' in item_result.keys() else "",
'pattern_image_url': item_result['pattern_image_url'] if 'pattern_image_url' in item_result.keys() else None,
})
items_response['layers'].append({
'image_category': f"{item_result['name']}_back",
'image_size': item_result['front_image'].size if item_result['front_image'] else None,
'position': None,
'priority': 0,
'image_url': item_result['back_image_url'],
'mask_url': item_result['mask_url'],
"gradient_string": item_result['gradient_string'] if 'gradient_string' in item_result.keys() else "",
'pattern_image_url': item_result['pattern_image_url'] if 'pattern_image_url' in item_result.keys() else None,
})
items_response['synthesis_url'] = synthesis_single(item_result['front_image'], item_result['back_image'])
update_progress(process_id, total)
with lock:
object_response[step] = items_response
active_threads -= 1
for step, object in enumerate(objects_data):
t = threading.Thread(target=process_object, args=(step, object))
threads.append(t)
t.start()
with lock:
active_threads += 1
for t in threads:
t.join()
final_progress(process_id)
return object_response
@RunTime
def design_generate_v2(request_data):
objects_data = request_data.dict()['objects']
request_id = request_data.requestId
threads = []
def process_object(step, object):
basic = object['basic']
items_response = {
'layers': [],
'objectSign': object['objectSign'] if 'objectSign' in object.keys() else "",
'requestId': request_id
}
if basic['single_overall'] == "overall":
item_results = []
for item in object['items']:
item_results.append(process_item(item, basic))
layers = []
body_size = None
for item in item_results:
body_size = process_layer(item, layers)
layers = sorted(layers, key=lambda s: s.get("priority", float('inf')))
layers, new_size = update_base_size_priority(layers, body_size)
for lay in layers:
items_response['layers'].append({
'image_category': "body" if lay['name'] == 'mannequin' else lay['name'],
'position': lay['position'],
'priority': lay.get("priority", None),
'resize_scale': lay['resize_scale'] if "resize_scale" in lay.keys() else None,
'image_size': lay['image'] if lay['image'] is None else lay['image'].size,
'gradient_string': lay['gradient_string'] if 'gradient_string' in lay.keys() else "",
'mask_url': lay['mask_url'],
'image_url': lay['image_url'] if 'image_url' in lay.keys() else None,
'pattern_image_url': lay['pattern_image_url'] if 'pattern_image_url' in lay.keys() else None,
# 'back_perspective_url': lay['back_perspective_url'] if 'back_perspective_url' in lay.keys() else None,
})
items_response['synthesis_url'] = synthesis(layers, new_size, basic)
else:
item_result = process_item(object['items'][0], basic)
items_response['layers'].append({
'image_category': f"{item_result['name']}_front",
'image_size': item_result['back_image'].size if item_result['back_image'] else None,
'position': None,
'priority': 0,
'image_url': item_result['front_image_url'],
'mask_url': item_result['mask_url'],
"gradient_string": item_result['gradient_string'] if 'gradient_string' in item_result.keys() else "",
'pattern_image_url': item_result['pattern_image_url'] if 'pattern_image_url' in item_result.keys() else None,
})
items_response['layers'].append({
'image_category': f"{item_result['name']}_back",
'image_size': item_result['front_image'].size if item_result['front_image'] else None,
'position': None,
'priority': 0,
'image_url': item_result['back_image_url'],
'mask_url': item_result['mask_url'],
"gradient_string": item_result['gradient_string'] if 'gradient_string' in item_result.keys() else "",
'pattern_image_url': item_result['pattern_image_url'] if 'pattern_image_url' in item_result.keys() else None,
})
items_response['synthesis_url'] = synthesis_single(item_result['front_image'], item_result['back_image'])
# 发送结果给java端
url = JAVA_STREAM_API_URL
# xu_pei_test_url = "https://cd21b9110505.ngrok-free.app/api/third/party/receiveDesignResults"
# tianxaing_test_url = "https://c2ae520723c9.ngrok-free.app/api/third/party/receiveDesignResults"
logger.info(f"java 回调 -> {url}")
# logger.info(f"xupei java 回调 -> {xu_pei_test_url}")
# logger.info(f"tianxiang java 回调 -> {tianxaing_test_url}")
headers = {
'Accept': "*/*",
'Accept-Encoding': "gzip, deflate, br",
'User-Agent': "PostmanRuntime-ApipostRuntime/1.1.0",
'Connection': "keep-alive",
'Content-Type': "application/json"
}
# logger.info(items_response)
response = post_request(url, json_data=items_response, headers=headers)
if response:
# 打印结果
logger.info(response.text)
# test_response = post_request(xu_pei_test_url, json_data=items_response, headers=headers)
# test_response = post_request(tianxaing_test_url, json_data=items_response, headers=headers)
# if test_response:
# 打印结果
# logger.info(f"xupei test response : {test_response.text}")
# logger.info(f"tianxiang test response : {test_response.text}")
for step, object in enumerate(objects_data):
t = threading.Thread(target=process_object, args=(step, object))
threads.append(t)
t.start()
def post_request(url, data=None, json_data=None, headers=None, auth=None, timeout=5):
"""
发送POST请求的封装函数
:param url: 接口的URL地址
:param data: 要发送的数据(字典形式,用于表单数据等,会自动编码)
:param json_data: 要发送的JSON数据字典形式会自动转换为JSON字符串
:param headers: 请求头字典
:param auth: 认证信息(如 ('username', 'password') 形式用于基本认证)
:param timeout: 超时时间,单位为秒
:return: 返回接口的响应对象
"""
try:
response = requests.post(
url,
data=data,
json=json_data,
headers=headers,
auth=auth,
timeout=timeout
)
response.raise_for_status() # 如果请求失败,抛出异常
return response
except requests.RequestException as e:
print(f"POST请求出错: {e}")
return None
if __name__ == '__main__':
object_data = {
"objects": [
{
"basic": {
"body_point_test": {
"waistband_right": [
203,
249
],
"hand_point_right": [
229,
343
],
"waistband_left": [
119,
248
],
"hand_point_left": [
97,
343
],
"shoulder_left": [
108,
107
],
"shoulder_right": [
212,
107
]
},
"layer_order": False,
"scale_bag": 0.7,
"scale_earrings": 0.16,
"self_template": True,
"single_overall": "overall",
"switch_category": ""
},
"items": [
{
"color": "28 26 26",
"icon": "none",
"image_id": 98419,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/dress/0825000526.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Dress"
},
{
"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
"image_id": 67277,
"offset": [
1,
1
],
"resize_scale": [
1.0,
1.0
],
"type": "Body"
}
]
},
{
"basic": {
"body_point_test": {
"waistband_right": [
203,
249
],
"hand_point_right": [
229,
343
],
"waistband_left": [
119,
248
],
"hand_point_left": [
97,
343
],
"shoulder_left": [
108,
107
],
"shoulder_right": [
212,
107
]
},
"layer_order": False,
"scale_bag": 0.7,
"scale_earrings": 0.16,
"self_template": True,
"single_overall": "overall",
"switch_category": ""
},
"items": [
{
"color": "28 26 26",
"icon": "none",
"image_id": 98420,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/skirt/903000127.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Skirt"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 69140,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/blouse/0902001100.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Blouse"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 81604,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/outwear/outwear_p5_729.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Outwear"
},
{
"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
"image_id": 67277,
"offset": [
1,
1
],
"resize_scale": [
1.0,
1.0
],
"type": "Body"
}
]
},
{
"basic": {
"body_point_test": {
"waistband_right": [
203,
249
],
"hand_point_right": [
229,
343
],
"waistband_left": [
119,
248
],
"hand_point_left": [
97,
343
],
"shoulder_left": [
108,
107
],
"shoulder_right": [
212,
107
]
},
"layer_order": False,
"scale_bag": 0.7,
"scale_earrings": 0.16,
"self_template": True,
"single_overall": "overall",
"switch_category": ""
},
"items": [
{
"color": "28 26 26",
"icon": "none",
"image_id": 63964,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/outwear/0825001572.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Outwear"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 98421,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/blouse/blouse_506.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Blouse"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 98422,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/trousers/0628001244.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Trousers"
},
{
"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
"image_id": 67277,
"offset": [
1,
1
],
"resize_scale": [
1.0,
1.0
],
"type": "Body"
}
]
},
{
"basic": {
"body_point_test": {
"waistband_right": [
203,
249
],
"hand_point_right": [
229,
343
],
"waistband_left": [
119,
248
],
"hand_point_left": [
97,
343
],
"shoulder_left": [
108,
107
],
"shoulder_right": [
212,
107
]
},
"layer_order": False,
"scale_bag": 0.7,
"scale_earrings": 0.16,
"self_template": True,
"single_overall": "overall",
"switch_category": ""
},
"items": [
{
"color": "28 26 26",
"icon": "none",
"image_id": 79927,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/outwear/0825000378.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Outwear"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 67473,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/blouse/0825001350.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Blouse"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 80046,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/skirt/0628001443.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Skirt"
},
{
"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
"image_id": 67277,
"offset": [
1,
1
],
"resize_scale": [
1.0,
1.0
],
"type": "Body"
}
]
},
{
"basic": {
"body_point_test": {
"waistband_right": [
203,
249
],
"hand_point_right": [
229,
343
],
"waistband_left": [
119,
248
],
"hand_point_left": [
97,
343
],
"shoulder_left": [
108,
107
],
"shoulder_right": [
212,
107
]
},
"layer_order": False,
"scale_bag": 0.7,
"scale_earrings": 0.16,
"self_template": True,
"single_overall": "overall",
"switch_category": ""
},
"items": [
{
"color": "28 26 26",
"icon": "none",
"image_id": 84148,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/trousers/0628000751.jpeg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Trousers"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 97321,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/blouse/0902000222.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Blouse"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 90718,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/outwear/0825000314.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Outwear"
},
{
"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
"image_id": 67277,
"offset": [
1,
1
],
"resize_scale": [
1.0,
1.0
],
"type": "Body"
}
]
},
{
"basic": {
"body_point_test": {
"waistband_right": [
203,
249
],
"hand_point_right": [
229,
343
],
"waistband_left": [
119,
248
],
"hand_point_left": [
97,
343
],
"shoulder_left": [
108,
107
],
"shoulder_right": [
212,
107
]
},
"layer_order": False,
"scale_bag": 0.7,
"scale_earrings": 0.16,
"self_template": True,
"single_overall": "overall",
"switch_category": ""
},
"items": [
{
"color": "28 26 26",
"icon": "none",
"image_id": 86403,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/skirt/0902000231.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Skirt"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 87135,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/blouse/0902001315.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Blouse"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 87428,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/outwear/0902000566.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Outwear"
},
{
"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
"image_id": 67277,
"offset": [
1,
1
],
"resize_scale": [
1.0,
1.0
],
"type": "Body"
}
]
},
{
"basic": {
"body_point_test": {
"waistband_right": [
203,
249
],
"hand_point_right": [
229,
343
],
"waistband_left": [
119,
248
],
"hand_point_left": [
97,
343
],
"shoulder_left": [
108,
107
],
"shoulder_right": [
212,
107
]
},
"layer_order": False,
"scale_bag": 0.7,
"scale_earrings": 0.16,
"self_template": True,
"single_overall": "overall",
"switch_category": ""
},
"items": [
{
"color": "28 26 26",
"icon": "none",
"image_id": 98423,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/dress/0916001596.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Dress"
},
{
"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
"image_id": 67277,
"offset": [
1,
1
],
"resize_scale": [
1.0,
1.0
],
"type": "Body"
}
]
},
{
"basic": {
"body_point_test": {
"waistband_right": [
203,
249
],
"hand_point_right": [
229,
343
],
"waistband_left": [
119,
248
],
"hand_point_left": [
97,
343
],
"shoulder_left": [
108,
107
],
"shoulder_right": [
212,
107
]
},
"layer_order": False,
"scale_bag": 0.7,
"scale_earrings": 0.16,
"self_template": True,
"single_overall": "overall",
"switch_category": ""
},
"items": [
{
"color": "28 26 26",
"icon": "none",
"image_id": 86345,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/outwear/0825000695.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Outwear"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 78743,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/blouse/0902001412.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Blouse"
},
{
"color": "28 26 26",
"icon": "none",
"image_id": 68988,
"offset": [
1,
1
],
"path": "aida-sys-image/images/female/trousers/0825000403.jpg",
"print": {
"element": {
"element_angle_list": [],
"element_path_list": [],
"element_scale_list": [],
"location": []
},
"overall": {
"location": [
[
0.0,
0.0
]
],
"print_angle_list": [
0.0,
0.0
],
"print_path_list": [],
"print_scale_list": [
0.0,
0.0
]
},
"single": {
"location": [],
"print_angle_list": [],
"print_path_list": [],
"print_scale_list": []
}
},
"resize_scale": [
1.0,
1.0
],
"type": "Trousers"
},
{
"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
"image_id": 67277,
"offset": [
1,
1
],
"resize_scale": [
1.0,
1.0
],
"type": "Body"
}
]
}
],
"process_id": "123"
}
start_time = time.time()
X = design_generate(object_data)
print(time.time() - start_time)
print(X)