combined data plus face rec

1 files changed, 97 insertions, 0 deletions

diff --git a/data/face-tag.py b/data/face-tag.py
new file mode 100755
index 0000000..68311fa
--- /dev/null
+++ b/data/face-tag.py
@@ -0,0 +1,97 @@
+#!/usr/bin/python
+from subprocess import Popen
+import os
+import sys
+from face_client import FaceClient, FaceError
+from httplib import HTTPException
+from urllib2 import HTTPError
+from httplib import HTTPException
+import time
+
+api_key = '34a84a7835bf24df2d84b4bded84e838'
+api_secret = '5bc9e8c5a9e3a2d916abbe3659a1b3f8'
+client = FaceClient(api_key, api_secret)
+
+def limits(response):
+    return response['remaining'],response['reset_time']
+
+remaining,reset_time = limits(client.account_limits())
+sframe = 0
+try:
+    sframe = int(sys.argv[4])
+except:
+    sframe = 0
+try:
+    eframe = int(sys.argv[5])
+except:
+    eframe = sys.maxint
+
+ns = sys.argv[1]
+dataset = sys.argv[2]
+pic_dir = sys.argv[3]
+f = open('train.log', 'w')
+for line in open(dataset):
+    line = line.strip().split(',')
+    sub_dir,user,run,frame,zv,num,rec = line[0:7]
+    user = '_'.join(user.split())
+    while remaining == 0:
+        time.sleep(max(reset_time - time.time(),0) + 10)
+        remaining,reset_time = limits(client)
+    if frame != 'frame' and int(frame) > sframe and int(frame) < eframe and int(num) == 1 and rec == 'True':
+        response = None
+        while response == None:
+            try:
+                img = open(pic_dir + sub_dir + '/' + frame + '.jpg')
+                response = client.faces_detect(file=img)
+                img.close()
+                remaining,reset_time = limits(response['usage'])
+            except (HTTPException, HTTPError):
+                sys.stderr.write("HTTP Exception\n")
+                time.sleep(5)
+            except FaceError:
+                sys.stderr.write("Face Exception\n")
+                sys.stderr.write(str(img))
+                time.sleep(5)
+        out = line[0:4]
+        tids = []
+        try:
+            sys.stderr.write(frame)
+            sys.stderr.write(str(response['photos'][0]['tags'])+"\n")
+            photo = response['photos'][0]
+            out += [str(len(photo['tags']))]
+            for tag in photo['tags']:
+                out += [str(tag['recognizable']),str(tag['width']),str(tag['height']),str(tag['center']['x']),str(tag['center']['y'])]
+                tids += [tag['tid']]
+        except:
+            sys.stderr.write("Unexpexted error:"+str(sys.exc_info()[0])+" "+frame)
+            out = line[0:4] + ['0']
+        #client.tags_remove(tids=','.join(tags))
+        if len(tids) > 0:
+            saved = None
+            while saved == None:
+                try:
+                    saved = client.tags_save(tids = tids[0], uid = user+'@'+ns)
+                except HTTPException as (errno, strerror):
+                    sys.stderr.write("Save HTTP Exception " + strerror + "\n")
+                    time.sleep(5)
+                except HTTPError as (errno):
+                    sys.stderr.write("Save HTTP Error " + str(errno) + "\n")
+                    time.sleep(5)
+                except FaceError:
+                    sys.stderr.write("Save Face Exception\n")
+                    sys.stderr.write(str(img))
+                    time.sleep(5)
+            sys.stderr.write(str(saved)+"\n")
+            print ','.join(out)
+        time.sleep(0.3)
+        #trained = client.faces_train(user+'@'+ns)
+        #sys.stderr.write(str(trained)+"\n")
+        #f.write("\t".join([user, str(len(saved['saved_tags'])), str(trained)])+"/n")
+        #k = trained.keys()
+        #k.remove(u'status')
+        #ntrain = trained[k[0]][0][u'training_set_size']
+
+        #print ",".join([user,str(count),str(len(saved['saved_tags'])),str(ntrain)] + out)
+        
+
+