aidlab/sora_python
7
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Merge remote-tracking branch 'origin/develop'

Browse Source 
# Conflicts:
#	app/api/api_attribute.py
#	app/core/config.py
#	app/service/outfit_matcher/outfit_evaluator.py
#	app/service/outfit_matcher/service.py
This commit is contained in:
zhouchengrong
2024-04-03 14:59:24 +08:00
parent 5b406c530c fbf0da2ef1
commit e37e9d4ece
36 changed files with 248 additions and 230 deletions
Download Patch File Download Diff File Expand all files Collapse all files

3
app/api/api_attribute.py
View File

@@ -14,6 +14,5 @@ router = APIRouter()
@router.post("") @router.post("")
def attribute(request_data: AttributeModel): def attribute(request_data: AttributeModel):
service = AttributeRecognition() service = AttributeRecognition()
response = service.attribute(const_debug, request_data) response = service.attribute(const, request_data)
logger.info("test")
return {"code": 200, "message": "ok", "data": response} return {"code": 200, "message": "ok", "data": response}

25
app/api/api_outfit_matcher.py
View File

@@ -1,10 +1,13 @@
import logging import logging
import time import time
from copy import deepcopy
from fastapi import APIRouter from fastapi import APIRouter
from pymilvus import MilvusClient
from app.schemas.outfit_matcher import OutfitMatcher from app.schemas.outfit_matcher import OutfitMatcher
from app.service.outfit_matcher.dataset import FashionDataset from app.service.outfit_matcher.dataset import FashionDataset
from app.service.outfit_matcher.outfit_evaluator import OutfitMaterTypeAware from app.service.outfit_matcher.outfit_evaluator import OutfitMaterTypeAware, Backbone
from app.service.utils.decorator import RunTime from app.service.utils.decorator import RunTime
logger = logging.getLogger() logger = logging.getLogger()
@@ -19,16 +22,28 @@ def outfit_matcher(request_item: OutfitMatcher):
request_item['query'][i] = dict(request_item['query'][i]) request_item['query'][i] = dict(request_item['query'][i])
for i in range(len(request_item['database'])): for i in range(len(request_item['database'])):
request_item['database'][i] = dict(request_item['database'][i]) request_item['database'][i] = dict(request_item['database'][i])
# try:
fashion_dataset = FashionDataset(request_item['database']) fashion_dataset = FashionDataset(request_item['database'])
backbone_service = Backbone()
service = OutfitMaterTypeAware() service = OutfitMaterTypeAware()
all_items = request_item["query"] + request_item["database"]
prepared_feature = {}
extracted_features = backbone_service.get_result(all_items)
data = deepcopy(all_items) # 做深拷贝 , all_items 是list 可变数组
for i, feature in enumerate(extracted_features):
data[i]['features'] = feature
if 'mapped_cate' in data[i].keys():
del data[i]['mapped_cate']
client = MilvusClient(uri="http://10.1.1.240:19530", token="root:Milvus", db_name="mixi")
res = client.insert(collection_name="mixi_outfit", data=data)
client.close()
for d in data:
prepared_feature[d['item_name']] = d['features']
result = [] result = []
start_time = time.time() start_time = time.time()
for item in request_item['query']: for item in request_item['query']:
outfits = fashion_dataset.generate_outfit(item, request_item["topk"], request_item["max_outfits"]) outfits = fashion_dataset.generate_outfit(item, request_item["topk"], request_item["max_outfits"])
scores, features = service.get_result(outfits) scores = service.get_result(outfits, prepared_feature)
# save features in databases
if request_item['is_best']: if request_item['is_best']:
best_outfits, best_scores = service.visualize(outfits, scores, request_item["topk"], best=True, best_outfits, best_scores = service.visualize(outfits, scores, request_item["topk"], best=True,

32
app/core/config.py
View File

@@ -27,23 +27,25 @@ MINIO_SECURE = False
MINIO_ACCESS = "e8zc55mzDOh4IzRrZ9Oa" MINIO_ACCESS = "e8zc55mzDOh4IzRrZ9Oa"
MINIO_SECRET = "uHfqJ7UkwA1PTDGfnA44Hp9ux5YkZTkzZLjeOYhE" MINIO_SECRET = "uHfqJ7UkwA1PTDGfnA44Hp9ux5YkZTkzZLjeOYhE"
OM_TRITON_IP = "127.0.0.1" OM_TRITON_IP = "10.1.1.240"
OM_TRITON_PORT = "8000" OM_TRITON_PORT = "10010"
# OM_TRITON_IP = "10.1.1.240"
# OM_TRITON_PORT = "10010"
ATT_TRITON_IP = "10.1.1.240" ATT_TRITON_IP = "10.1.1.240"
ATT_TRITON_PORT = "10020" ATT_TRITON_PORT = "10020"
# service env DEBUG = 1
# LOGS_PATH = "app/logs/errors.log" # service env : 1
# FASHION_CATEGORIES = "app/service/outfit_matcher/config/fashion_categories.json" # pycharm debug : 2
# FASHION_CATEGORIES_MAPPING = "app/service/outfit_matcher/config/fashion_category_mapping.json"
# pycharm debug if DEBUG == 1:
LOGSPATH = "logs/errors.log" LOGS_PATH = "app/logs/errors.log"
FASHION_CATEGORIES = "config/fashion_categories.json" FASHION_CATEGORIES = "app/service/outfit_matcher/config/fashion_categories.json"
FASHION_CATEGORIES_MAPPING = "config/fashion_category_mapping.json" FASHION_CATEGORIES_MAPPING = "app/service/outfit_matcher/config/fashion_category_mapping.json"
# LOGS_PATH = "logs/errors.log" elif DEBUG == 2:
# FASHION_CATEGORIES = "service/outfit_matcher/config/fashion_categories.json" LOGS_PATH = "logs/errors.log"
# FASHION_CATEGORIES_MAPPING = "service/outfit_matcher/config/fashion_category_mapping.json" FASHION_CATEGORIES = "service/outfit_matcher/config/fashion_categories.json"
FASHION_CATEGORIES_MAPPING = "service/outfit_matcher/config/fashion_category_mapping.json"
elif DEBUG == 3:
LOGS_PATH = "app/logs/errors.log"
FASHION_CATEGORIES = "./config/fashion_categories.json"
FASHION_CATEGORIES_MAPPING = "./config/fashion_category_mapping.json"

40
app/service/attribute_recognition/discriptor/bottom/2_bottom_subtype.csv
View File

@@ -1,21 +1,21 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
A Line Skirt,bottom_Sub-Type_1,Sub_Type,2 A Line Skirt,bottom_Sub-Type_1,Sub type2
Bodycon Skirt,bottom_Sub-Type_2,Sub_Type,2 Bodycon Skirt,bottom_Sub-Type_2,Sub type2
Boot-Cut,bottom_Sub-Type_3,Sub_Type,2 Boot-Cut,bottom_Sub-Type_3,Sub type2
Bubble skirt,bottom_Sub-Type_4,Sub_Type,2 Bubble skirt,bottom_Sub-Type_4,Sub type2
Cargo Pants,bottom_Sub-Type_5,Sub_Type,2 Cargo Pants,bottom_Sub-Type_5,Sub type2
Culottes,bottom_Sub-Type_6,Sub_Type,2 Culottes,bottom_Sub-Type_6,Sub type2
Handkerchief Skirt,bottom_Sub-Type_7,Sub_Type,2 Handkerchief Skirt,bottom_Sub-Type_7,Sub type2
Jeans,bottom_Sub-Type_8,Sub_Type,2 Jeans,bottom_Sub-Type_8,Sub type2
Joggers,bottom_Sub-Type_9,Sub_Type,2 Joggers,bottom_Sub-Type_9,Sub type2
Leather pants,bottom_Sub-Type_10,Sub_Type,2 Leather pants,bottom_Sub-Type_10,Sub type2
Leggings,bottom_Sub-Type_11,Sub_Type,2 Leggings,bottom_Sub-Type_11,Sub type2
Mermaid,bottom_Sub-Type_12,Sub_Type,2 Mermaid,bottom_Sub-Type_12,Sub type2
Pattened pants,bottom_Sub-Type_13,Sub_Type,2 Pattened pants,bottom_Sub-Type_13,Sub type2
Peg leg Pants-Cigarette Pants,bottom_Sub-Type_14,Sub_Type,2 Peg leg Pants-Cigarette Pants,bottom_Sub-Type_14,Sub type2
Pencil Skirt,bottom_Sub-Type_15,Sub_Type,2 Pencil Skirt,bottom_Sub-Type_15,Sub type2
Pleated Skirt,bottom_Sub-Type_16,Sub_Type,2 Pleated Skirt,bottom_Sub-Type_16,Sub type2
Shorts,bottom_Sub-Type_17,Sub_Type,2 Shorts,bottom_Sub-Type_17,Sub type2
Skater Skirt,bottom_Sub-Type_18,Sub_Type,2 Skater Skirt,bottom_Sub-Type_18,Sub type2
Suit Trousers,bottom_Sub-Type_19,Sub_Type,2 Suit Trousers,bottom_Sub-Type_19,Sub type2
Tier Skirt,bottom_Sub-Type_20,Sub_Type,2 Tier Skirt,bottom_Sub-Type_20,Sub type2
1 labelName labelName,join_attr,taskName,taskId join_attr taskName taskId
2 A Line Skirt A Line Skirt,bottom_Sub-Type_1,Sub type2 bottom_Sub-Type_1 Sub_Type 2
3 Bodycon Skirt Bodycon Skirt,bottom_Sub-Type_2,Sub type2 bottom_Sub-Type_2 Sub_Type 2
4 Boot-Cut Boot-Cut,bottom_Sub-Type_3,Sub type2 bottom_Sub-Type_3 Sub_Type 2
5 Bubble skirt Bubble skirt,bottom_Sub-Type_4,Sub type2 bottom_Sub-Type_4 Sub_Type 2
6 Cargo Pants Cargo Pants,bottom_Sub-Type_5,Sub type2 bottom_Sub-Type_5 Sub_Type 2
7 Culottes Culottes,bottom_Sub-Type_6,Sub type2 bottom_Sub-Type_6 Sub_Type 2
8 Handkerchief Skirt Handkerchief Skirt,bottom_Sub-Type_7,Sub type2 bottom_Sub-Type_7 Sub_Type 2
9 Jeans Jeans,bottom_Sub-Type_8,Sub type2 bottom_Sub-Type_8 Sub_Type 2
10 Joggers Joggers,bottom_Sub-Type_9,Sub type2 bottom_Sub-Type_9 Sub_Type 2
11 Leather pants Leather pants,bottom_Sub-Type_10,Sub type2 bottom_Sub-Type_10 Sub_Type 2
12 Leggings Leggings,bottom_Sub-Type_11,Sub type2 bottom_Sub-Type_11 Sub_Type 2
13 Mermaid Mermaid,bottom_Sub-Type_12,Sub type2 bottom_Sub-Type_12 Sub_Type 2
14 Pattened pants Pattened pants,bottom_Sub-Type_13,Sub type2 bottom_Sub-Type_13 Sub_Type 2
15 Peg leg Pants-Cigarette Pants Peg leg Pants-Cigarette Pants,bottom_Sub-Type_14,Sub type2 bottom_Sub-Type_14 Sub_Type 2
16 Pencil Skirt Pencil Skirt,bottom_Sub-Type_15,Sub type2 bottom_Sub-Type_15 Sub_Type 2
17 Pleated Skirt Pleated Skirt,bottom_Sub-Type_16,Sub type2 bottom_Sub-Type_16 Sub_Type 2
18 Shorts Shorts,bottom_Sub-Type_17,Sub type2 bottom_Sub-Type_17 Sub_Type 2
19 Skater Skirt Skater Skirt,bottom_Sub-Type_18,Sub type2 bottom_Sub-Type_18 Sub_Type 2
20 Suit Trousers Suit Trousers,bottom_Sub-Type_19,Sub type2 bottom_Sub-Type_19 Sub_Type 2
21 Tier Skirt Tier Skirt,bottom_Sub-Type_20,Sub type2 bottom_Sub-Type_20 Sub_Type 2

10
app/service/attribute_recognition/discriptor/bottom/7_bottom_OPType.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Button,attr_OPType_B_1,Opening_Type,7 Button,attr_OPType_B_1,Opening type,7
Zipper,attr_OPType_B_2,Opening_Type,7 Zipper,attr_OPType_B_2,Opening type,7
Thread,attr_OPType_B_3,Opening_Type,7 Thread,attr_OPType_B_3,Opening type,7
Hook,attr_OPType_B_4,Opening_Type,7 Hook,attr_OPType_B_4,Opening type,7
Elastic,attr_OPType_B_5,Opening_Type,7 Elastic,attr_OPType_B_5,Opening type,7
1 labelName join_attr taskName taskId
2 Button attr_OPType_B_1 Opening_Type Opening type 7
3 Zipper attr_OPType_B_2 Opening_Type Opening type 7
4 Thread attr_OPType_B_3 Opening_Type Opening type 7
5 Hook attr_OPType_B_4 Opening_Type Opening type 7
6 Elastic attr_OPType_B_5 Opening_Type Opening type 7

10
app/service/attribute_recognition/discriptor/bottom/ori9_bottom_OPType.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Button,attr_OPType_B_1,Opening_Type,9 Button,attr_OPType_B_1,Opening type,9
Zipper,attr_OPType_B_2,Opening_Type,9 Zipper,attr_OPType_B_2,Opening type,9
Thread,attr_OPType_B_3,Opening_Type,9 Thread,attr_OPType_B_3,Opening type,9
Hook,attr_OPType_B_4,Opening_Type,9 Hook,attr_OPType_B_4,Opening type,9
Elastic,attr_OPType_B_5,Opening_Type,9 Elastic,attr_OPType_B_5,Opening type,9
1 labelName join_attr taskName taskId
2 Button attr_OPType_B_1 Opening_Type Opening type 9
3 Zipper attr_OPType_B_2 Opening_Type Opening type 9
4 Thread attr_OPType_B_3 Opening_Type Opening type 9
5 Hook attr_OPType_B_4 Opening_Type Opening type 9
6 Elastic attr_OPType_B_5 Opening_Type Opening type 9

8
app/service/attribute_recognition/discriptor/dress/11_top_OPType.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Button,attr_OPType_U_1,Opening_Type,11 Button,attr_OPType_U_1,Opening type,11
Zipper,attr_OPType_U_2,Opening_Type,11 Zipper,attr_OPType_U_2,Opening type,11
Thread,attr_OPType_U_3,Opening_Type,11 Thread,attr_OPType_U_3,Opening type,11
Hook,attr_OPType_U_4,Opening_Type,11 Hook,attr_OPType_U_4,Opening type,11
1 labelName join_attr taskName taskId
2 Button attr_OPType_U_1 Opening_Type Opening type 11
3 Zipper attr_OPType_U_2 Opening_Type Opening type 11
4 Thread attr_OPType_U_3 Opening_Type Opening type 11
5 Hook attr_OPType_U_4 Opening_Type Opening type 11

10
app/service/attribute_recognition/discriptor/dress/3_top_Sleeve_length.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Sleeveless,attr_Sleeve_length_1,Sleeve_Length,3 Sleeveless,attr_Sleeve_length_1,Sleeve length,3
Short,attr_Sleeve_length_2,Sleeve_Length,3 Short,attr_Sleeve_length_2,Sleeve length,3
Middle,attr_Sleeve_length_3,Sleeve_Length,3 Middle,attr_Sleeve_length_3,Sleeve length,3
Seven,attr_Sleeve_length_4,Sleeve_Length,3 Seven,attr_Sleeve_length_4,Sleeve length,3
Long,attr_Sleeve_length_5,Sleeve_Length,3 Long,attr_Sleeve_length_5,Sleeve length,3
1 labelName join_attr taskName taskId
2 Sleeveless attr_Sleeve_length_1 Sleeve_Length Sleeve length 3
3 Short attr_Sleeve_length_2 Sleeve_Length Sleeve length 3
4 Middle attr_Sleeve_length_3 Sleeve_Length Sleeve length 3
5 Seven attr_Sleeve_length_4 Sleeve_Length Sleeve length 3
6 Long attr_Sleeve_length_5 Sleeve_Length Sleeve length 3

16
app/service/attribute_recognition/discriptor/dress/4_top_Sleeve_shape.csv
View File

@@ -1,9 +1,9 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shape_1,Sleeve_Shape,4 Regular,attr_Sleeve_shape_1,Sleeve shape,4
Slim,attr_Sleeve_shape_2,Sleeve_Shape,4 Slim,attr_Sleeve_shape_2,Sleeve shape,4
Puff,attr_Sleeve_shape_3,Sleeve_Shape,4 Puff,attr_Sleeve_shape_3,Sleeve shape,4
Bell,attr_Sleeve_shape_4,Sleeve_Shape,4 Bell,attr_Sleeve_shape_4,Sleeve shape,4
Batwing,attr_Sleeve_shape_5,Sleeve_Shape,4 Batwing,attr_Sleeve_shape_5,Sleeve shape,4
Shirt,attr_Sleeve_shape_6,Sleeve_Shape,4 Shirt,attr_Sleeve_shape_6,Sleeve shape,4
Rib,attr_Sleeve_shape_7,Sleeve_Shape,4 Rib,attr_Sleeve_shape_7,Sleeve shape,4
Raglan,attr_Sleeve_shape_8,Sleeve_Shape,4 Raglan,attr_Sleeve_shape_8,Sleeve shape,4
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shape_1 Sleeve_Shape Sleeve shape 4
3 Slim attr_Sleeve_shape_2 Sleeve_Shape Sleeve shape 4
4 Puff attr_Sleeve_shape_3 Sleeve_Shape Sleeve shape 4
5 Bell attr_Sleeve_shape_4 Sleeve_Shape Sleeve shape 4
6 Batwing attr_Sleeve_shape_5 Sleeve_Shape Sleeve shape 4
7 Shirt attr_Sleeve_shape_6 Sleeve_Shape Sleeve shape 4
8 Rib attr_Sleeve_shape_7 Sleeve_Shape Sleeve shape 4
9 Raglan attr_Sleeve_shape_8 Sleeve_Shape Sleeve shape 4

8
app/service/attribute_recognition/discriptor/dress/5_top_Sleeve_shoulder.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shoulder_1,Sleeve_Shoulder,5 Regular,attr_Sleeve_shoulder_1,Sleeve shoulder,5
Cold,attr_Sleeve_shoulder_2,Sleeve_Shoulder,5 Cold,attr_Sleeve_shoulder_2,Sleeve shoulder,5
Tucked,attr_Sleeve_shoulder_3,Sleeve_Shoulder,5 Tucked,attr_Sleeve_shoulder_3,Sleeve shoulder,5
Balmain,attr_Sleeve_shoulder_4,Sleeve_Shoulder,5 Balmain,attr_Sleeve_shoulder_4,Sleeve shoulder,5
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shoulder_1 Sleeve_Shoulder Sleeve shoulder 5
3 Cold attr_Sleeve_shoulder_2 Sleeve_Shoulder Sleeve shoulder 5
4 Tucked attr_Sleeve_shoulder_3 Sleeve_Shoulder Sleeve shoulder 5
5 Balmain attr_Sleeve_shoulder_4 Sleeve_Shoulder Sleeve shoulder 5

8
app/service/attribute_recognition/discriptor/dress/ori11_dress_OPType.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Button,attr_OPType_D_1,Opening_Type,11 Button,attr_OPType_D_1,Opening type,11
Zipper,attr_OPType_D_2,Opening_Type,11 Zipper,attr_OPType_D_2,Opening type,11
Thread,attr_OPType_D_3,Opening_Type,11 Thread,attr_OPType_D_3,Opening type,11
Hook,attr_OPType_D_4,Opening_Type,11 Hook,attr_OPType_D_4,Opening type,11
1 labelName join_attr taskName taskId
2 Button attr_OPType_D_1 Opening_Type Opening type 11
3 Zipper attr_OPType_D_2 Opening_Type Opening type 11
4 Thread attr_OPType_D_3 Opening_Type Opening type 11
5 Hook attr_OPType_D_4 Opening_Type Opening type 11

10
app/service/attribute_recognition/discriptor/dress/ori2_dress_Sleeve_length.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Sleeveless,attr_Sleeve_length_D_1,Sleeve_Length,2 Sleeveless,attr_Sleeve_length_D_1,Sleeve length,2
Short,attr_Sleeve_length_D_2,Sleeve_Length,2 Short,attr_Sleeve_length_D_2,Sleeve length,2
Middle,attr_Sleeve_length_D_3,Sleeve_Length,2 Middle,attr_Sleeve_length_D_3,Sleeve length,2
Seven,attr_Sleeve_length_D_4,Sleeve_Length,2 Seven,attr_Sleeve_length_D_4,Sleeve length,2
Long,attr_Sleeve_length_D_5,Sleeve_Length,2 Long,attr_Sleeve_length_D_5,Sleeve length,2
1 labelName join_attr taskName taskId
2 Sleeveless attr_Sleeve_length_D_1 Sleeve_Length Sleeve length 2
3 Short attr_Sleeve_length_D_2 Sleeve_Length Sleeve length 2
4 Middle attr_Sleeve_length_D_3 Sleeve_Length Sleeve length 2
5 Seven attr_Sleeve_length_D_4 Sleeve_Length Sleeve length 2
6 Long attr_Sleeve_length_D_5 Sleeve_Length Sleeve length 2

16
app/service/attribute_recognition/discriptor/dress/ori3_dress_Sleeve_shape.csv
View File

@@ -1,9 +1,9 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shape_D_1,Sleeve_Shape,3 Regular,attr_Sleeve_shape_D_1,Sleeve shape,3
Slim,attr_Sleeve_shape_D_2,Sleeve_Shape,3 Slim,attr_Sleeve_shape_D_2,Sleeve shape,3
Puff,attr_Sleeve_shape_D_3,Sleeve_Shape,3 Puff,attr_Sleeve_shape_D_3,Sleeve shape,3
Bell,attr_Sleeve_shape_D_4,Sleeve_Shape,3 Bell,attr_Sleeve_shape_D_4,Sleeve shape,3
Batwing,attr_Sleeve_shape_D_5,Sleeve_Shape,3 Batwing,attr_Sleeve_shape_D_5,Sleeve shape,3
Shirt,attr_Sleeve_shape_D_6,Sleeve_Shape,3 Shirt,attr_Sleeve_shape_D_6,Sleeve shape,3
Rib,attr_Sleeve_shape_D_7,Sleeve_Shape,3 Rib,attr_Sleeve_shape_D_7,Sleeve shape,3
Raglan,attr_Sleeve_shape_D_8,Sleeve_Shape,3 Raglan,attr_Sleeve_shape_D_8,Sleeve shape,3
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shape_D_1 Sleeve_Shape Sleeve shape 3
3 Slim attr_Sleeve_shape_D_2 Sleeve_Shape Sleeve shape 3
4 Puff attr_Sleeve_shape_D_3 Sleeve_Shape Sleeve shape 3
5 Bell attr_Sleeve_shape_D_4 Sleeve_Shape Sleeve shape 3
6 Batwing attr_Sleeve_shape_D_5 Sleeve_Shape Sleeve shape 3
7 Shirt attr_Sleeve_shape_D_6 Sleeve_Shape Sleeve shape 3
8 Rib attr_Sleeve_shape_D_7 Sleeve_Shape Sleeve shape 3
9 Raglan attr_Sleeve_shape_D_8 Sleeve_Shape Sleeve shape 3

8
app/service/attribute_recognition/discriptor/dress/ori4_dress_Sleeve_shoulder.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shoulder_D_1,Sleeve_Shoulder,4 Regular,attr_Sleeve_shoulder_D_1,Sleeve shoulder,4
Cold,attr_Sleeve_shoulder_D_2,Sleeve_Shoulder,4 Cold,attr_Sleeve_shoulder_D_2,Sleeve shoulder,4
Tucked,attr_Sleeve_shoulder_D_3,Sleeve_Shoulder,4 Tucked,attr_Sleeve_shoulder_D_3,Sleeve shoulder,4
Balmain,attr_Sleeve_shoulder_D_4,Sleeve_Shoulder,4 Balmain,attr_Sleeve_shoulder_D_4,Sleeve shoulder,4
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shoulder_D_1 Sleeve_Shoulder Sleeve shoulder 4
3 Cold attr_Sleeve_shoulder_D_2 Sleeve_Shoulder Sleeve shoulder 4
4 Tucked attr_Sleeve_shoulder_D_3 Sleeve_Shoulder Sleeve shoulder 4
5 Balmain attr_Sleeve_shoulder_D_4 Sleeve_Shoulder Sleeve shoulder 4

8
app/service/attribute_recognition/discriptor/jumpsuit/11_jumpsuit_OPType.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Button,attr_OPType_J_1,Opening_Type,11 Button,attr_OPType_J_1,Opening type,11
Zipper,attr_OPType_J_2,Opening_Type,11 Zipper,attr_OPType_J_2,Opening type,11
Thread,attr_OPType_J_3,Opening_Type,11 Thread,attr_OPType_J_3,Opening type,11
Hook,attr_OPType_J_4,Opening_Type,11 Hook,attr_OPType_J_4,Opening type,11
1 labelName join_attr taskName taskId
2 Button attr_OPType_J_1 Opening_Type Opening type 11
3 Zipper attr_OPType_J_2 Opening_Type Opening type 11
4 Thread attr_OPType_J_3 Opening_Type Opening type 11
5 Hook attr_OPType_J_4 Opening_Type Opening type 11

10
app/service/attribute_recognition/discriptor/jumpsuit/2_jumpsuit_Sleeve_length.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Sleeveless,attr_Sleeve_length_J_1,Sleeve_Length,2 Sleeveless,attr_Sleeve_length_J_1,Sleeve length,2
Short,attr_Sleeve_length_J_2,Sleeve_Length,2 Short,attr_Sleeve_length_J_2,Sleeve length,2
Middle,attr_Sleeve_length_J_3,Sleeve_Length,2 Middle,attr_Sleeve_length_J_3,Sleeve length,2
Seven,attr_Sleeve_length_J_4,Sleeve_Length,2 Seven,attr_Sleeve_length_J_4,Sleeve length,2
Long,attr_Sleeve_length_J_5,Sleeve_Length,2 Long,attr_Sleeve_length_J_5,Sleeve length,2
1 labelName join_attr taskName taskId
2 Sleeveless attr_Sleeve_length_J_1 Sleeve_Length Sleeve length 2
3 Short attr_Sleeve_length_J_2 Sleeve_Length Sleeve length 2
4 Middle attr_Sleeve_length_J_3 Sleeve_Length Sleeve length 2
5 Seven attr_Sleeve_length_J_4 Sleeve_Length Sleeve length 2
6 Long attr_Sleeve_length_J_5 Sleeve_Length Sleeve length 2

16
app/service/attribute_recognition/discriptor/jumpsuit/3_jumpsuit_Sleeve_shape.csv
View File

@@ -1,9 +1,9 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shape_J_1,Sleeve_Shape,3 Regular,attr_Sleeve_shape_J_1,Sleeve shape,3
Slim,attr_Sleeve_shape_J_2,Sleeve_Shape,3 Slim,attr_Sleeve_shape_J_2,Sleeve shape,3
Puff,attr_Sleeve_shape_J_3,Sleeve_Shape,3 Puff,attr_Sleeve_shape_J_3,Sleeve shape,3
Bell,attr_Sleeve_shape_J_4,Sleeve_Shape,3 Bell,attr_Sleeve_shape_J_4,Sleeve shape,3
Batwing,attr_Sleeve_shape_J_5,Sleeve_Shape,3 Batwing,attr_Sleeve_shape_J_5,Sleeve shape,3
Shirt,attr_Sleeve_shape_J_6,Sleeve_Shape,3 Shirt,attr_Sleeve_shape_J_6,Sleeve shape,3
Rib,attr_Sleeve_shape_J_7,Sleeve_Shape,3 Rib,attr_Sleeve_shape_J_7,Sleeve shape,3
Raglan,attr_Sleeve_shape_J_8,Sleeve_Shape,3 Raglan,attr_Sleeve_shape_J_8,Sleeve shape,3
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shape_J_1 Sleeve_Shape Sleeve shape 3
3 Slim attr_Sleeve_shape_J_2 Sleeve_Shape Sleeve shape 3
4 Puff attr_Sleeve_shape_J_3 Sleeve_Shape Sleeve shape 3
5 Bell attr_Sleeve_shape_J_4 Sleeve_Shape Sleeve shape 3
6 Batwing attr_Sleeve_shape_J_5 Sleeve_Shape Sleeve shape 3
7 Shirt attr_Sleeve_shape_J_6 Sleeve_Shape Sleeve shape 3
8 Rib attr_Sleeve_shape_J_7 Sleeve_Shape Sleeve shape 3
9 Raglan attr_Sleeve_shape_J_8 Sleeve_Shape Sleeve shape 3

8
app/service/attribute_recognition/discriptor/jumpsuit/4_jumpsuit_Sleeve_shoulder.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shoulder_J_1,Sleeve_Shoulder,4 Regular,attr_Sleeve_shoulder_J_1,Sleeve shoulder,4
Cold,attr_Sleeve_shoulder_J_2,Sleeve_Shoulder,4 Cold,attr_Sleeve_shoulder_J_2,Sleeve shoulder,4
Tucked,attr_Sleeve_shoulder_J_3,Sleeve_Shoulder,4 Tucked,attr_Sleeve_shoulder_J_3,Sleeve shoulder,4
Balmain,attr_Sleeve_shoulder_J_4,Sleeve_Shoulder,4 Balmain,attr_Sleeve_shoulder_J_4,Sleeve shoulder,4
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shoulder_J_1 Sleeve_Shoulder Sleeve shoulder 4
3 Cold attr_Sleeve_shoulder_J_2 Sleeve_Shoulder Sleeve shoulder 4
4 Tucked attr_Sleeve_shoulder_J_3 Sleeve_Shoulder Sleeve shoulder 4
5 Balmain attr_Sleeve_shoulder_J_4 Sleeve_Shoulder Sleeve shoulder 4

4
app/service/attribute_recognition/discriptor/outwear/11_outer_opening.csv
View File

@@ -1,3 +1,3 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Full,attr_Opening_O_1,Opening_Type,11 Full,attr_Opening_O_1,Opening,11
Half,attr_Opening_O_2,Opening_Type,11 Half,attr_Opening_O_2,Opening,11
1 labelName join_attr taskName taskId
2 Full attr_Opening_O_1 Opening_Type Opening 11
3 Half attr_Opening_O_2 Opening_Type Opening 11

8
app/service/attribute_recognition/discriptor/outwear/12_outer_OPType.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Button,attr_OPType_O_1,Opening_Type,12 Button,attr_OPType_O_1,Opening type,12
Zipper,attr_OPType_O_2,Opening_Type,12 Zipper,attr_OPType_O_2,Opening type,12
Thread,attr_OPType_O_3,Opening_Type,12 Thread,attr_OPType_O_3,Opening type,12
Hook,attr_OPType_O_4,Opening_Type,12 Hook,attr_OPType_O_4,Opening type,12
1 labelName join_attr taskName taskId
2 Button attr_OPType_O_1 Opening_Type Opening type 12
3 Zipper attr_OPType_O_2 Opening_Type Opening type 12
4 Thread attr_OPType_O_3 Opening_Type Opening type 12
5 Hook attr_OPType_O_4 Opening_Type Opening type 12

10
app/service/attribute_recognition/discriptor/outwear/3_outer_sleeve_length.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Sleeveless,attr_sleeve_length_1,Sleeve_Length,3 Sleeveless,attr_sleeve_length_1,Sleeve length,3
Short,attr_sleeve_length_2,Sleeve_Length,3 Short,attr_sleeve_length_2,Sleeve length,3
Middle,attr_sleeve_length_3,Sleeve_Length,3 Middle,attr_sleeve_length_3,Sleeve length,3
Seven,attr_sleeve_length_4,Sleeve_Length,3 Seven,attr_sleeve_length_4,Sleeve length,3
Long,attr_sleeve_length_5,Sleeve_Length,3 Long,attr_sleeve_length_5,Sleeve length,3
1 labelName join_attr taskName taskId
2 Sleeveless attr_sleeve_length_1 Sleeve_Length Sleeve length 3
3 Short attr_sleeve_length_2 Sleeve_Length Sleeve length 3
4 Middle attr_sleeve_length_3 Sleeve_Length Sleeve length 3
5 Seven attr_sleeve_length_4 Sleeve_Length Sleeve length 3
6 Long attr_sleeve_length_5 Sleeve_Length Sleeve length 3

16
app/service/attribute_recognition/discriptor/outwear/4_outer_sleeve_shape.csv
View File

@@ -1,9 +1,9 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_sleeve_shape_O_1,Sleeve_Shape,4 Regular,attr_sleeve_shape_O_1,Sleeve shape,4
Slim,attr_sleeve_shape_O_2,Sleeve_Shape,4 Slim,attr_sleeve_shape_O_2,Sleeve shape,4
Puff,attr_sleeve_shape_O_3,Sleeve_Shape,4 Puff,attr_sleeve_shape_O_3,Sleeve shape,4
Bell,attr_sleeve_shape_O_4,Sleeve_Shape,4 Bell,attr_sleeve_shape_O_4,Sleeve shape,4
Batwing,attr_sleeve_shape_O_5,Sleeve_Shape,4 Batwing,attr_sleeve_shape_O_5,Sleeve shape,4
Shirt,attr_sleeve_shape_O_6,Sleeve_Shape,4 Shirt,attr_sleeve_shape_O_6,Sleeve shape,4
Rib,attr_sleeve_shape_O_7,Sleeve_Shape,4 Rib,attr_sleeve_shape_O_7,Sleeve shape,4
Raglan,attr_sleeve_shape_O_8,Sleeve_Shape,4 Raglan,attr_sleeve_shape_O_8,Sleeve shape,4
1 labelName join_attr taskName taskId
2 Regular attr_sleeve_shape_O_1 Sleeve_Shape Sleeve shape 4
3 Slim attr_sleeve_shape_O_2 Sleeve_Shape Sleeve shape 4
4 Puff attr_sleeve_shape_O_3 Sleeve_Shape Sleeve shape 4
5 Bell attr_sleeve_shape_O_4 Sleeve_Shape Sleeve shape 4
6 Batwing attr_sleeve_shape_O_5 Sleeve_Shape Sleeve shape 4
7 Shirt attr_sleeve_shape_O_6 Sleeve_Shape Sleeve shape 4
8 Rib attr_sleeve_shape_O_7 Sleeve_Shape Sleeve shape 4
9 Raglan attr_sleeve_shape_O_8 Sleeve_Shape Sleeve shape 4

10
app/service/attribute_recognition/discriptor/outwear/5_outer_sleeve_shoulder.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_sleeve_shoulder_O_1,Sleeve_Shoulder,5 Regular,attr_sleeve_shoulder_O_1,Sleeve shoulder,5
Cold,attr_sleeve_shoulder_O_2,Sleeve_Shoulder,5 Cold,attr_sleeve_shoulder_O_2,Sleeve shoulder,5
Tucked,attr_sleeve_shoulder_O_3,Sleeve_Shoulder,5 Tucked,attr_sleeve_shoulder_O_3,Sleeve shoulder,5
Balmain,attr_sleeve_shoulder_O_4,Sleeve_Shoulder,5 Balmain,attr_sleeve_shoulder_O_4,Sleeve shoulder,5
Drop Shoulder,attr_sleeve_shoulder_O_5,Sleeve_Shoulder,5 Drop Shoulder,attr_sleeve_shoulder_O_5,Sleeve shoulder,5
1 labelName join_attr taskName taskId
2 Regular attr_sleeve_shoulder_O_1 Sleeve_Shoulder Sleeve shoulder 5
3 Cold attr_sleeve_shoulder_O_2 Sleeve_Shoulder Sleeve shoulder 5
4 Tucked attr_sleeve_shoulder_O_3 Sleeve_Shoulder Sleeve shoulder 5
5 Balmain attr_sleeve_shoulder_O_4 Sleeve_Shoulder Sleeve shoulder 5
6 Drop Shoulder attr_sleeve_shoulder_O_5 Sleeve_Shoulder Sleeve shoulder 5

8
app/service/attribute_recognition/discriptor/top/11_top_OPType.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Button,attr_OPType_U_1,Opening_Type,11 Button,attr_OPType_U_1,Opening type,11
Zipper,attr_OPType_U_2,Opening_Type,11 Zipper,attr_OPType_U_2,Opening type,11
Thread,attr_OPType_U_3,Opening_Type,11 Thread,attr_OPType_U_3,Opening type,11
Hook,attr_OPType_U_4,Opening_Type,11 Hook,attr_OPType_U_4,Opening type,11
1 labelName join_attr taskName taskId
2 Button attr_OPType_U_1 Opening_Type Opening type 11
3 Zipper attr_OPType_U_2 Opening_Type Opening type 11
4 Thread attr_OPType_U_3 Opening_Type Opening type 11
5 Hook attr_OPType_U_4 Opening_Type Opening type 11

10
app/service/attribute_recognition/discriptor/top/3_top_Sleeve_length.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Sleeveless,attr_Sleeve_length_1,Sleeve_Length,3 Sleeveless,attr_Sleeve_length_1,Sleeve length,3
Short,attr_Sleeve_length_2,Sleeve_Length,3 Short,attr_Sleeve_length_2,Sleeve length,3
Middle,attr_Sleeve_length_3,Sleeve_Length,3 Middle,attr_Sleeve_length_3,Sleeve length,3
Seven,attr_Sleeve_length_4,Sleeve_Length,3 Seven,attr_Sleeve_length_4,Sleeve length,3
Long,attr_Sleeve_length_5,Sleeve_Length,3 Long,attr_Sleeve_length_5,Sleeve length,3
1 labelName join_attr taskName taskId
2 Sleeveless attr_Sleeve_length_1 Sleeve_Length Sleeve length 3
3 Short attr_Sleeve_length_2 Sleeve_Length Sleeve length 3
4 Middle attr_Sleeve_length_3 Sleeve_Length Sleeve length 3
5 Seven attr_Sleeve_length_4 Sleeve_Length Sleeve length 3
6 Long attr_Sleeve_length_5 Sleeve_Length Sleeve length 3

16
app/service/attribute_recognition/discriptor/top/4_top_Sleeve_shape.csv
View File

@@ -1,9 +1,9 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shape_1,Sleeve_Shape,4 Regular,attr_Sleeve_shape_1,Sleeve shape,4
Slim,attr_Sleeve_shape_2,Sleeve_Shape,4 Slim,attr_Sleeve_shape_2,Sleeve shape,4
Puff,attr_Sleeve_shape_3,Sleeve_Shape,4 Puff,attr_Sleeve_shape_3,Sleeve shape,4
Bell,attr_Sleeve_shape_4,Sleeve_Shape,4 Bell,attr_Sleeve_shape_4,Sleeve shape,4
Batwing,attr_Sleeve_shape_5,Sleeve_Shape,4 Batwing,attr_Sleeve_shape_5,Sleeve shape,4
Shirt,attr_Sleeve_shape_6,Sleeve_Shape,4 Shirt,attr_Sleeve_shape_6,Sleeve shape,4
Rib,attr_Sleeve_shape_7,Sleeve_Shape,4 Rib,attr_Sleeve_shape_7,Sleeve shape,4
Raglan,attr_Sleeve_shape_8,Sleeve_Shape,4 Raglan,attr_Sleeve_shape_8,Sleeve shape,4
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shape_1 Sleeve_Shape Sleeve shape 4
3 Slim attr_Sleeve_shape_2 Sleeve_Shape Sleeve shape 4
4 Puff attr_Sleeve_shape_3 Sleeve_Shape Sleeve shape 4
5 Bell attr_Sleeve_shape_4 Sleeve_Shape Sleeve shape 4
6 Batwing attr_Sleeve_shape_5 Sleeve_Shape Sleeve shape 4
7 Shirt attr_Sleeve_shape_6 Sleeve_Shape Sleeve shape 4
8 Rib attr_Sleeve_shape_7 Sleeve_Shape Sleeve shape 4
9 Raglan attr_Sleeve_shape_8 Sleeve_Shape Sleeve shape 4

8
app/service/attribute_recognition/discriptor/top/5_top_Sleeve_shoulder.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shoulder_1,Sleeve_Shoulder,5 Regular,attr_Sleeve_shoulder_1,Sleeve shoulder,5
Cold,attr_Sleeve_shoulder_2,Sleeve_Shoulder,5 Cold,attr_Sleeve_shoulder_2,Sleeve shoulder,5
Tucked,attr_Sleeve_shoulder_3,Sleeve_Shoulder,5 Tucked,attr_Sleeve_shoulder_3,Sleeve shoulder,5
Balmain,attr_Sleeve_shoulder_4,Sleeve_Shoulder,5 Balmain,attr_Sleeve_shoulder_4,Sleeve shoulder,5
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shoulder_1 Sleeve_Shoulder Sleeve shoulder 5
3 Cold attr_Sleeve_shoulder_2 Sleeve_Shoulder Sleeve shoulder 5
4 Tucked attr_Sleeve_shoulder_3 Sleeve_Shoulder Sleeve shoulder 5
5 Balmain attr_Sleeve_shoulder_4 Sleeve_Shoulder Sleeve shoulder 5

8
app/service/attribute_recognition/discriptor/top/ori12_top_OPType.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Button,attr_OPType_U_1,Opening_Type,12 Button,attr_OPType_U_1,Opening type,12
Zipper,attr_OPType_U_2,Opening_Type,12 Zipper,attr_OPType_U_2,Opening type,12
Thread,attr_OPType_U_3,Opening_Type,12 Thread,attr_OPType_U_3,Opening type,12
Hook,attr_OPType_U_4,Opening_Type,12 Hook,attr_OPType_U_4,Opening type,12
1 labelName join_attr taskName taskId
2 Button attr_OPType_U_1 Opening_Type Opening type 12
3 Zipper attr_OPType_U_2 Opening_Type Opening type 12
4 Thread attr_OPType_U_3 Opening_Type Opening type 12
5 Hook attr_OPType_U_4 Opening_Type Opening type 12

10
app/service/attribute_recognition/discriptor/top/ori3_top_Sleeve_length.csv
View File

@@ -1,6 +1,6 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Sleeveless,attr_Sleeve_length_U_1,Sleeve_Length,3 Sleeveless,attr_Sleeve_length_U_1,Sleeve length,3
Short,attr_Sleeve_length_U_2,Sleeve_Length,3 Short,attr_Sleeve_length_U_2,Sleeve length,3
Middle,attr_Sleeve_length_U_3,Sleeve_Length,3 Middle,attr_Sleeve_length_U_3,Sleeve length,3
Seven,attr_Sleeve_length_U_4,Sleeve_Length,3 Seven,attr_Sleeve_length_U_4,Sleeve length,3
Long,attr_Sleeve_length_U_5,Sleeve_Length,3 Long,attr_Sleeve_length_U_5,Sleeve length,3
1 labelName join_attr taskName taskId
2 Sleeveless attr_Sleeve_length_U_1 Sleeve_Length Sleeve length 3
3 Short attr_Sleeve_length_U_2 Sleeve_Length Sleeve length 3
4 Middle attr_Sleeve_length_U_3 Sleeve_Length Sleeve length 3
5 Seven attr_Sleeve_length_U_4 Sleeve_Length Sleeve length 3
6 Long attr_Sleeve_length_U_5 Sleeve_Length Sleeve length 3

16
app/service/attribute_recognition/discriptor/top/ori4_top_Sleeve_shape.csv
View File

@@ -1,9 +1,9 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shape_U_1,Sleeve_Shape,4 Regular,attr_Sleeve_shape_U_1,Sleeve shape,4
Slim,attr_Sleeve_shape_U_2,Sleeve_Shape,4 Slim,attr_Sleeve_shape_U_2,Sleeve shape,4
Puff,attr_Sleeve_shape_U_3,Sleeve_Shape,4 Puff,attr_Sleeve_shape_U_3,Sleeve shape,4
Bell,attr_Sleeve_shape_U_4,Sleeve_Shape,4 Bell,attr_Sleeve_shape_U_4,Sleeve shape,4
Batwing,attr_Sleeve_shape_U_5,Sleeve_Shape,4 Batwing,attr_Sleeve_shape_U_5,Sleeve shape,4
Shirt,attr_Sleeve_shape_U_6,Sleeve_Shape,4 Shirt,attr_Sleeve_shape_U_6,Sleeve shape,4
Rib,attr_Sleeve_shape_U_7,Sleeve_Shape,4 Rib,attr_Sleeve_shape_U_7,Sleeve shape,4
Raglan,attr_Sleeve_shape_U_8,Sleeve_Shape,4 Raglan,attr_Sleeve_shape_U_8,Sleeve shape,4
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shape_U_1 Sleeve_Shape Sleeve shape 4
3 Slim attr_Sleeve_shape_U_2 Sleeve_Shape Sleeve shape 4
4 Puff attr_Sleeve_shape_U_3 Sleeve_Shape Sleeve shape 4
5 Bell attr_Sleeve_shape_U_4 Sleeve_Shape Sleeve shape 4
6 Batwing attr_Sleeve_shape_U_5 Sleeve_Shape Sleeve shape 4
7 Shirt attr_Sleeve_shape_U_6 Sleeve_Shape Sleeve shape 4
8 Rib attr_Sleeve_shape_U_7 Sleeve_Shape Sleeve shape 4
9 Raglan attr_Sleeve_shape_U_8 Sleeve_Shape Sleeve shape 4

8
app/service/attribute_recognition/discriptor/top/ori5_top_Sleeve_shoulder.csv
View File

@@ -1,5 +1,5 @@
labelName,join_attr,taskName,taskId labelName,join_attr,taskName,taskId
Regular,attr_Sleeve_shoulder_U_1,Sleeve_Shoulder,5 Regular,attr_Sleeve_shoulder_U_1,Sleeve shoulder,5
Cold,attr_Sleeve_shoulder_U_2,Sleeve_Shoulder,5 Cold,attr_Sleeve_shoulder_U_2,Sleeve shoulder,5
Tucked,attr_Sleeve_shoulder_U_3,Sleeve_Shoulder,5 Tucked,attr_Sleeve_shoulder_U_3,Sleeve shoulder,5
Balmain,attr_Sleeve_shoulder_U_4,Sleeve_Shoulder,5 Balmain,attr_Sleeve_shoulder_U_4,Sleeve shoulder,5
1 labelName join_attr taskName taskId
2 Regular attr_Sleeve_shoulder_U_1 Sleeve_Shoulder Sleeve shoulder 5
3 Cold attr_Sleeve_shoulder_U_2 Sleeve_Shoulder Sleeve shoulder 5
4 Tucked attr_Sleeve_shoulder_U_3 Sleeve_Shoulder Sleeve shoulder 5
5 Balmain attr_Sleeve_shoulder_U_4 Sleeve_Shoulder Sleeve shoulder 5

4
app/service/attribute_recognition/service.py
View File

@@ -111,7 +111,7 @@ class AttributeRecognition:
attr_dict = {} attr_dict = {}
category = 'bottom' category = 'bottom'
attr_dict['Item'] = category attr_dict['Item'] = category
attr_dict['BTM_Type'] = ['Pants'] attr_dict['Type'] = ['Pants']
for i in range(len(args.bottom_discription_list)): for i in range(len(args.bottom_discription_list)):
attr_description = args.bottom_discription_list[i] attr_description = args.bottom_discription_list[i]
attr_model_path = args.bottom_model_list[i] attr_model_path = args.bottom_model_list[i]
@@ -119,7 +119,7 @@ class AttributeRecognition:
attr_dict = Merge(attr_dict, present_dict) attr_dict = Merge(attr_dict, present_dict)
elif category == 'skirt': elif category == 'skirt':
attr_dict = {'BTM_Type': ['Skirt']} attr_dict = {'Type': ['Skirt']}
category = 'bottom' category = 'bottom'
attr_dict['Item'] = category attr_dict['Item'] = category
for i in range(len(args.bottom_discription_list)): for i in range(len(args.bottom_discription_list)):

76
app/service/outfit_matcher/outfit_evaluator.py
View File

@@ -21,6 +21,7 @@ class Backbone(object):
access_key=MINIO_ACCESS, access_key=MINIO_ACCESS,
secret_key=MINIO_SECRET, secret_key=MINIO_SECRET,
secure=MINIO_SECURE) secure=MINIO_SECURE)
@RunTime @RunTime
# TODO 用多线程读图片 # TODO 用多线程读图片
def load_image(self, img_path): def load_image(self, img_path):
@@ -38,6 +39,7 @@ class Backbone(object):
except Exception as e: except Exception as e:
print(f"An error occurred: {e}") print(f"An error occurred: {e}")
return None return None
@staticmethod @staticmethod
def resize_image(img): def resize_image(img):
""" """
@@ -195,43 +197,45 @@ class OutfitMatcher(object):
outfits = [outfits[i] for i in sorted_indices] # 最好或最差的五个 outfits = [outfits[i] for i in sorted_indices] # 最好或最差的五个
scores = scores[sorted_indices] # 这五个的分数 scores = scores[sorted_indices] # 这五个的分数
# 设置子图的行列数 return outfits, scores.tolist()
num_rows = len(outfits)
num_cols = max([len(x) for x in outfits]) + 1 # 一个是图片，一个是分数
# 创建一个新的图像，并指定子图的行列数 # # 设置子图的行列数
fig, axes = plt.subplots(num_rows, num_cols, figsize=(8, 15)) # num_rows = len(outfits)
# num_cols = max([len(x) for x in outfits]) + 1 # 一个是图片，一个是分数
title = f"Best {topk} Outfits" if best else f"Worst {topk} Outfits" #
fig.suptitle(title, fontsize=16) # # 创建一个新的图像，并指定子图的行列数
# fig, axes = plt.subplots(num_rows, num_cols, figsize=(8, 15))
# 遍历每套outfit并将其显示在对应的子图中 #
for i, (outfit, score) in enumerate(zip(outfits, scores)): # title = f"Best {topk} Outfits" if best else f"Worst {topk} Outfits"
# 显示分数 # fig.suptitle(title, fontsize=16)
axes[i, 0].text(0.1, 0.5, f"Score: {score:.4f}", fontsize=12) #
axes[i, 0].axis("off") # # 遍历每套outfit并将其显示在对应的子图中
# 显示图片 # for i, (outfit, score) in enumerate(zip(outfits, scores)):
for j, item in enumerate(outfit): # # 显示分数
img = self.load_image(item['image_path']) # 读取图片 # axes[i, 0].text(0.1, 0.5, f"Score: {score:.4f}", fontsize=12)
axes[i, j + 1].imshow(img) # 在对应的子图中显示图片 # axes[i, 0].axis("off")
axes[i, j + 1].axis('off') # 关闭坐标轴 # # 显示图片
axes[i, j + 1].set_title(item["semantic_category"], fontsize=10) # for j, item in enumerate(outfit):
for j in range(len(outfit), num_cols): # img = self.load_image(item['image_path']) # 读取图片
axes[i, j].axis("off") # axes[i, j + 1].imshow(img) # 在对应的子图中显示图片
# axes[i, j + 1].axis('off') # 关闭坐标轴
# 在每一行的底部添加一条横线 # axes[i, j + 1].set_title(item["semantic_category"], fontsize=10)
axes[i, 0].axhline(y=0, color='black', linewidth=1) # for j in range(len(outfit), num_cols):
# 隐藏最后一行的横线 # axes[i, j].axis("off")
axes[-1, 0].axhline(y=0, color='white', linewidth=1) #
# # 在每一行的底部添加一条横线
# 调整布局 # axes[i, 0].axhline(y=0, color='black', linewidth=1)
plt.subplots_adjust(wspace=0.1, hspace=0.1) # # 隐藏最后一行的横线
plt.tight_layout() # axes[-1, 0].axhline(y=0, color='white', linewidth=1)
#
if output_path: # # 调整布局
plt.savefig(output_path) # plt.subplots_adjust(wspace=0.1, hspace=0.1)
else: # plt.tight_layout()
plt.show() #
# if output_path:
# plt.savefig(output_path)
# else:
# plt.show()
class OutfitMatcherHon(OutfitMatcher): class OutfitMatcherHon(OutfitMatcher):

14
app/service/outfit_matcher/service.py
View File

@@ -49,11 +49,9 @@ if __name__ == '__main__':
best_outfits = [outfits[i] for i in sorted_indices] # 最好的五个 best_outfits = [outfits[i] for i in sorted_indices] # 最好的五个
# 结果可视化 # 结果可视化
service.visualize(outfits, scores, param["topk"], best=True, # service.visualize(outfits, scores, param["topk"], best=True,
output_path=os.path.join(r"D:\PhD_Study\MIXI\mitu\image\123", # output_path=os.path.join(r"D:\PhD_Study\MIXI\mitu\image\123",
f"{item['item_name']}_best_{param['topk']}.png")) # f"{item['item_name']}_best_{param['topk']}.png"))
service.visualize(outfits, scores, param["topk"], best=False, # service.visualize(outfits, scores, param["topk"], best=False,
output_path=os.path.join(r"D:\PhD_Study\MIXI\mitu\image\123", # output_path=os.path.join(r"D:\PhD_Study\MIXI\mitu\image\123",
f"{item['item_name']}_worst_{param['topk']}.png")) # f"{item['item_name']}_worst_{param['topk']}.png"))

2
docker-compose.yml
View File

@@ -1,8 +1,8 @@
version: "3" version: "3"
services: services:
trinity_mixi: trinity_mixi:
image: "trinity_client_mixi:latest"
container_name: trinity_mixi container_name: trinity_mixi
build: .
volumes: volumes:
- ./trinity_client_mixi:/trinity - ./trinity_client_mixi:/trinity
ports: ports: