def main():
while True:
connection = True
time.sleep(1)
try:
urllib2.urlopen(mirror())
except urllib2.URLError:
connection = False
if connection:
Notify().show()
time.sleep(60 * int(config()["INTERVAL"]))
def main():
while True:
connection = True
time.sleep(1)
try:
urllib2.urlopen(mirror())
except urllib2.URLError:
connection = False
except ValueError:
pass
if connection:
Notify().show()
time.sleep(60 * int(config()["INTERVAL"]))
def prov_mirror_2(x):
return utils.mirror(x, 2, np.random.randint(2))
for rep_i in range(data_replica):
copyfile(images_labels_path+image_labels_file_name+'.txt',
images_labels_path+image_labels_file_name+'_rep_'+str(rep_i)+'.txt')
# open the replicate image labels file
rep_image_label_file = open(images_labels_path+image_labels_file_name+'_rep_'+str(rep_i)+'.txt','a')
# do the mirror
# int(augment_fraction*train_image_num)
aug_idxs = np.random.choice(train_image_num, int(augment_fraction*train_image_num), replace=False)+1
for augidx in aug_idxs:
filename = str(augidx)+'.png'
pair = train_image_labels[augidx-1].split(' ')
print 'regenerating '+pair[0]+' with label '+pair[1]
image = skimage.io.imread(Image_Path+filename)
transformed_img = mirror(image)
skimage.io.imsave(Image_Path+str(next_image_num)+'.png',transformed_img)
rep_image_label_file.write(str(next_image_num)+'.png '+pair[1].split('\n')[0]+'\n')
next_image_num += 1
# do random crop
# int(augment_fraction*train_image_num)
aug_idxs = np.random.choice(train_image_num, int(augment_fraction*train_image_num), replace=False)+1
for augidx in aug_idxs:
filename = str(augidx)+'.png'
pair = train_image_labels[augidx-1].split(' ')
print 'regenerating '+pair[0]+' with label '+pair[1]
image = skimage.io.imread(Image_Path+filename)
transformed_img = random_crop(image)
skimage.io.imsave(Image_Path+str(next_image_num)+'.png',transformed_img)
rep_image_label_file.write(str(next_image_num)+'.png '+pair[1].split('\n')[0]+'\n')
def main(frame):
# Flip the frame for ease of understanding
frame = utils.mirror(frame)
# Add tablature to frame in LR corner
frame = utils.addtext(frame, get_tab(frame), 'lr')
return frame