1466 lines
56 KiB
Python
1466 lines
56 KiB
Python
import logging
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import threading
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import time
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from minio import Minio
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from app.core.config import *
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from app.service.design_fast.item import BodyItem, TopItem, BottomItem
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from app.service.design_fast.utils.organize import organize_body, organize_clothing
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from app.service.design_fast.utils.progress import final_progress, update_progress
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from app.service.design_fast.utils.synthesis_item import synthesis, synthesis_single, update_base_size_priority
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from app.service.utils.decorator import RunTime
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id_lock = threading.Lock()
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logger = logging.getLogger()
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minio_client = Minio(MINIO_URL, access_key=MINIO_ACCESS, secret_key=MINIO_SECRET, secure=MINIO_SECURE)
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def process_item(item, basic):
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# 处理project中单个item
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if item['type'] == "Body":
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body_server = BodyItem(data=item, basic=basic, minio_client=minio_client)
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item_data = body_server.process()
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elif item['type'].lower() in ['blouse', 'outwear', 'dress', 'tops']:
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top_server = TopItem(data=item, basic=basic, minio_client=minio_client)
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item_data = top_server.process()
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else:
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bottom_server = BottomItem(data=item, basic=basic, minio_client=minio_client)
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item_data = bottom_server.process()
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return item_data
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def process_layer(item, layers):
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# item处理结束后 对图层数据组装
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if item['name'] == "mannequin":
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body_layer = organize_body(item)
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layers.append(body_layer)
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return item['body_image'].size
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else:
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front_layer, back_layer = organize_clothing(item)
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layers.append(front_layer)
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layers.append(back_layer)
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@RunTime
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def design_generate(request_data):
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objects_data = request_data.dict()['objects']
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process_id = request_data.dict()['process_id']
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object_response = {}
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threads = []
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active_threads = 0
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lock = threading.Lock()
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total = len(objects_data)
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def process_object(step, object):
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nonlocal active_threads
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basic = object['basic']
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items_response = {'layers': []}
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if basic['single_overall'] == "overall":
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item_results = []
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for item in object['items']:
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item_results.append(process_item(item, basic))
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layers = []
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body_size = None
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for item in item_results:
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body_size = process_layer(item, layers)
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layers = sorted(layers, key=lambda s: s.get("priority", float('inf')))
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layers, new_size = update_base_size_priority(layers, body_size)
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for lay in layers:
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items_response['layers'].append({
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'image_category': "body" if lay['name'] == 'mannequin' else lay['name'],
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'position': lay['position'],
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'priority': lay.get("priority", None),
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'resize_scale': lay['resize_scale'] if "resize_scale" in lay.keys() else None,
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'image_size': lay['image'] if lay['image'] is None else lay['image'].size,
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'gradient_string': lay['gradient_string'] if 'gradient_string' in lay.keys() else "",
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'mask_url': lay['mask_url'],
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'image_url': lay['image_url'] if 'image_url' in lay.keys() else None,
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'pattern_image_url': lay['pattern_image_url'] if 'pattern_image_url' in lay.keys() else None,
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})
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items_response['synthesis_url'] = synthesis(layers, new_size, basic)
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else:
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item_result = process_item(object['items'][0], basic)
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items_response['layers'].append({
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'image_category': f"{item_result['name']}_front",
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'image_size': item_result['back_image'].size if item_result['back_image'] else None,
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'position': None,
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'priority': 0,
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'image_url': item_result['front_image_url'],
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'mask_url': item_result['mask_url'],
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"gradient_string": item_result['gradient_string'] if 'gradient_string' in item_result.keys() else "",
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'pattern_image_url': item_result['pattern_image_url'] if 'pattern_image_url' in item_result.keys() else None,
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})
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items_response['layers'].append({
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'image_category': f"{item_result['name']}_back",
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'image_size': item_result['front_image'].size if item_result['front_image'] else None,
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'position': None,
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'priority': 0,
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'image_url': item_result['back_image_url'],
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'mask_url': item_result['mask_url'],
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"gradient_string": item_result['gradient_string'] if 'gradient_string' in item_result.keys() else "",
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'pattern_image_url': item_result['pattern_image_url'] if 'pattern_image_url' in item_result.keys() else None,
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})
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items_response['synthesis_url'] = synthesis_single(item_result['front_image'], item_result['back_image'])
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update_progress(process_id, total)
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with lock:
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object_response[step] = items_response
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active_threads -= 1
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for step, object in enumerate(objects_data):
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t = threading.Thread(target=process_object, args=(step, object))
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threads.append(t)
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t.start()
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with lock:
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active_threads += 1
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for t in threads:
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t.join()
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final_progress(process_id)
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return object_response
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if __name__ == '__main__':
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object_data = {
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"objects": [
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{
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"basic": {
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"body_point_test": {
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"waistband_right": [
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203,
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249
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],
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"hand_point_right": [
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229,
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343
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],
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"waistband_left": [
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119,
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248
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],
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"hand_point_left": [
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97,
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343
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],
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"shoulder_left": [
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108,
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107
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],
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"shoulder_right": [
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212,
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107
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]
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},
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"layer_order": False,
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"scale_bag": 0.7,
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"scale_earrings": 0.16,
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"self_template": True,
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"single_overall": "overall",
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"switch_category": ""
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},
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"items": [
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{
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"color": "28 26 26",
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"icon": "none",
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"image_id": 98419,
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"offset": [
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1,
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1
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],
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"path": "aida-sys-image/images/female/dress/0825000526.jpg",
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"print": {
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"element": {
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"element_angle_list": [],
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"element_path_list": [],
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"element_scale_list": [],
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"location": []
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},
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"overall": {
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"location": [
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[
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0.0,
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0.0
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]
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],
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"print_angle_list": [
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0.0,
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0.0
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],
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"print_path_list": [],
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"print_scale_list": [
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0.0,
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0.0
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]
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},
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"single": {
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"location": [],
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"print_angle_list": [],
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"print_path_list": [],
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"print_scale_list": []
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}
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},
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"resize_scale": [
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1.0,
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1.0
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],
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"type": "Dress"
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},
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{
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"body_path": "aida-sys-image/models/female/2e4815b9-1191-419d-94ed-5771239ca4a5.png",
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"image_id": 67277,
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"offset": [
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1,
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1
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],
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"resize_scale": [
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1.0,
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1.0
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],
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"type": "Body"
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}
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]
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},
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{
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"basic": {
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"body_point_test": {
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|
"waistband_right": [
|
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203,
|
|
249
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|
],
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"hand_point_right": [
|
|
229,
|
|
343
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|
],
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|
"waistband_left": [
|
|
119,
|
|
248
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|
],
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|
"hand_point_left": [
|
|
97,
|
|
343
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|
],
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"shoulder_left": [
|
|
108,
|
|
107
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|
],
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"shoulder_right": [
|
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212,
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|
107
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|
]
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},
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"layer_order": False,
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"scale_bag": 0.7,
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"scale_earrings": 0.16,
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"self_template": True,
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"single_overall": "overall",
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"switch_category": ""
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},
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"items": [
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{
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"color": "28 26 26",
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"icon": "none",
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"image_id": 98420,
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"offset": [
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1,
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1
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],
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"path": "aida-sys-image/images/female/skirt/903000127.jpg",
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"print": {
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"element": {
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"element_angle_list": [],
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"element_path_list": [],
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"element_scale_list": [],
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"location": []
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},
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"overall": {
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"location": [
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[
|
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0.0,
|
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0.0
|
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]
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],
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"print_angle_list": [
|
|
0.0,
|
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0.0
|
|
],
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"print_path_list": [],
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"print_scale_list": [
|
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0.0,
|
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0.0
|
|
]
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},
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"single": {
|
|
"location": [],
|
|
"print_angle_list": [],
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"print_path_list": [],
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"print_scale_list": []
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}
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},
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"resize_scale": [
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1.0,
|
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1.0
|
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],
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"type": "Skirt"
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|
},
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{
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|
"color": "28 26 26",
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"icon": "none",
|
|
"image_id": 69140,
|
|
"offset": [
|
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1,
|
|
1
|
|
],
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|
"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,
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"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)
|