def run(self):
#set enviornment
os.environ["CUDA_DEVICE_ORDER"] = "PCI_BUS_ID"
os.environ["CUDA_VISIBLE_DEVICES"] = str(self._gpuid)
#load models
import wingdbstub
wingdbstub.Ensure()
wingdbstub.debugger.StartDebug()
import vgg16
#download the vgg16 weights from
#https://github.com/fchollet/deep-learning-models/releases/download/v0.1/vgg16_weights_tf_dim_ordering_tf_kernels.h5
xnet = vgg16.Vgg16(
'/media/zhaoke/b0685ee4-63e3-4691-ae02-feceacff6996/models/vgg16_weights_tf_dim_ordering_tf_kernels.h5'
)
print 'vggnet init done', self._gpuid
while True:
xfile = self._queue.get()
if xfile == None:
self._queue.put(None)
break
label = self.predict(xnet, xfile)
print 'woker', self._gpuid, ' xfile ', xfile, " predicted as label", label
print 'vggnet done ', self._gpuid
wingdbstub.debugger.StopDebug()
def get_word_dict(recognizer, img_box, bounding_box, q, id_):
if id_ == 0:
import wingdbstub
wingdbstub.Ensure()
wingdbstub.debugger.StartDebug()
if len(img_box.shape) >= 3:
img_box = np.dot(img_box[...,:3], [0.299, 0.587, 0.114])
img_box = img_box.astype(np.uint8)
result = recognizer.infer_line([img_box])
print(id_, ' done!')
q.put((result, bounding_box, id_))
if id_ == 0:
wingdbstub.debugger.Stop()
return True
def connectToWing():
"""
SYNOPSIS
Connects to wingIDE debugger
INPUTS NONE
RETURNS: Nothing
"""
import wingdbstub
try:
wingdbstub.Ensure()
print 'Connected to wingIDE'
except ValueError:
print 'Could NOT connect to wingIDE'
def reconnect():
#try to import wing
import wingdbstub
wingdbstub.Ensure()
import time
try:
debugger = wingdbstub.debugger
except AttributeError:
print "No debugger found!"
else:
if debugger is not None:
debugger.StopDebug()
time.sleep(1)
debugger.StartDebug()
def start(self, workers=5):
try:
while len(self.paths):
import wingdbstub
wingdbstub.Ensure()
wingdbstub.debugger.StartDebug()
self._get_ret()
for i in self._threads.keys():
if self._threads[i] is None and len(self.paths):
thread = multiprocessing.Process(target=get_word_dict,
args=(
self.paths.pop(),
self.queue,
i,
))
thread.daemon = True
self._threads[i] = thread
thread.start()
wingdbstub.debugger.StopDebug()
self._get_ret()
self.stop()
except:
self.stop()
raise
def StartDebug():
import wingdbstub
wingdbstub.Ensure()
Email : franke at ggr-planung dot de
***************************************************************************
* *
* This program is free software: you can redistribute it and/or modify *
* it under the terms of the GNU General Public License as published by *
* the Free Software Foundation; either version 3 of the License, or *
* (at your option) any later version. *
* *
***************************************************************************
initializes the plugin, makes it known to QGIS
'''
__author__ = 'Christoph Franke'
__date__ = '16/07/2019'
__copyright__ = 'Copyright 2019, HafenCity University Hamburg'
# debugging in WingIDE
try:
import wingdbstub
wingdbstub.Ensure()
except:
pass
# noinspection PyPep8Naming
def classFactory(iface): # pylint: disable=invalid-name
# initialize the settings
from .settings import settings
from .ProjektCheck import ProjektCheck
return ProjektCheck(iface)