/
run.py
187 lines (146 loc) · 5.7 KB
/
run.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
# -*- coding: utf-8 -*-
'''
Author: Pongsakorn Sommalai (bongtrop@gmail.com)
Date: 25/11/2015
Description: Server blur beer photo
'''
# Default
import json
import cgi
import random
import time
from operator import itemgetter
# My lib
from model import dataset
import usurf
import strgramma
import tool
# Web Server
from twisted.web.server import Site
from twisted.web.resource import Resource
from twisted.internet import reactor
segments = ["eyebrows", "eyes", "jaw", "mouth", "nose"]
def gen_random_name(l):
return ''.join([random.choice('0123456789ABCDEF') for x in range(l)])
class IdentiFace(Resource):
isLeaf = True
def render_GET(self, request):
request.responseHeaders.addRawHeader(b"content-type", b"application/json")
skip = 0
limit = 0
if request.args.get("skip"):
skip = int(request.args.get("skip")[0])
if request.args.get("limit"):
limit = min(100, int(request.args["limit"][0]))
datas = dataset.get(filter={'dtype': 'usurf_raw'}, skip=skip, limit=limit)
res = []
for data in datas:
res.append({'id': data['id'], 'name': data['name'], 'sex': data['sex']})
return json.dumps({"status": "success", "data": res})
def render_POST(self, request):
self.headers = request.getAllHeaders()
img = cgi.FieldStorage(
fp = request.content,
headers = self.headers,
environ = {'REQUEST_METHOD':'POST', 'CONTENT_TYPE': self.headers['content-type']})
full = ""
jaw = ""
eyebrows = ""
eyes = ""
nose = ""
mouth = ""
if img.has_key("full"):
filename = gen_random_name(32)+'.jpg'
out = open('logs/'+filename, 'wb')
out.write(img["full"].value)
out.close()
full = filename
if img.has_key("jaw"):
filename = gen_random_name(32)+'.jpg'
out = open('logs/'+filename, 'wb')
out.write(img["jaw"].value)
out.close()
jaw = filename
if img.has_key("eyebrows"):
filename = gen_random_name(32)+'.jpg'
out = open('logs/'+filename, 'wb')
out.write(img["eyebrows"].value)
out.close()
eyebrows = filename
if img.has_key("eyes"):
filename = gen_random_name(32)+'.jpg'
out = open('logs/'+filename, 'wb')
out.write(img["eyes"].value)
out.close()
eyes = filename
if img.has_key("nose"):
filename = gen_random_name(32)+'.jpg'
out = open('logs/'+filename, 'wb')
out.write(img["nose"].value)
out.close()
nose = filename
if img.has_key("mouth"):
filename = gen_random_name(32)+'.jpg'
out = open('logs/'+filename, 'wb')
out.write(img["mouth"].value)
out.close()
mouth = filename
if img.has_key("sex") and img.has_key("algo"):
sex = img["sex"].value
datas = dataset.get(filter={'sex': sex})
if img["algo"].value=="usurf" and full!="":
im = tool.imread('logs/'+full)
keypoints = usurf.detect(im)
usurf.extract(im, keypoints)
lk = len(keypoints)
for data in datas:
if data["dtype"]=="usurf":
data["point"] = tool.match(keypoints, data["keypoints"])*1.0/lk
else:
data["point"] = 0.0
elif img["algo"].value=="strgrammar" and jaw!="" and eyebrows!="" and eyes!="" and nose!="" and mouth!="":
strings = {}
strings["jaw"] = strgramma.extract(tool.imread('logs/'+jaw))
strings["eyebrows"] = strgramma.extract(tool.imread('logs/'+eyebrows))
strings["eyes"] = strgramma.extract(tool.imread('logs/'+eyes))
strings["nose"] = strgramma.extract(tool.imread('logs/'+nose))
strings["mouth"] = strgramma.extract(tool.imread('logs/'+mouth))
for data in datas:
if data["dtype"]=="strgramma":
data["point"] = 0.0
for segment in segments:
data["point"]+=strgramma.dist(strings[segment], data["strings"][segment])
data["point"] = 1.0/data["point"]
else:
data["point"] = 0.0
else:
return json.dumps({"status": "fail", "detail": "Wrong Parameter"})
datas = sorted(datas, key=itemgetter('point'), reverse=True)
res = []
for i in range(min(10, len(datas))):
data = datas[i]
res.append({'id': data['id'], 'name': data['name'], 'sex': data['sex'], 'point': float(data['point'])})
request.responseHeaders.addRawHeader(b"content-type", b"application/json")
return json.dumps({"status": "success", "data": res})
else:
return json.dumps({"status": "fail", "detail": "Wrong Parameter"})
class Image(Resource):
def __init__(self, iid):
Resource.__init__(self)
self.id = iid
def render_GET(self, request):
request.setHeader("content-type", "image/jpeg")
try:
f = open("dataset/raw/"+self.id+".jpg", "rb")
return f.read()
except Exception as error:
return ""
class Main(Resource):
def getChild(self, name, request):
if name.lower()=="identiface":
return IdentiFace()
return Image(name)
resource = Main()
factory = Site(resource)
reactor.listenTCP(10003, factory)
reactor.run()