def get_static_analyzers(self):
if AnalyzerTask._analyzers is None:
AnalyzerTask._analyzers = {
'tag': analyzer.OpenImagesAnnotator(),
'text': analyzer.CRNNAnnotator()
}
return AnalyzerTask._analyzers
def get_static_analyzers(self):
analyzers_root = "{}/analyzers/".format(settings.MEDIA_ROOT)
if AnalyzerTask._analyzers is None:
AnalyzerTask._analyzers = {
'crnn':
analyzer.CRNNAnnotator(analyzers_root + "crnn/crnn.pth")
}
return AnalyzerTask._analyzers
def load_analyzer(self, da):
if da.name not in AnalyzerTask._analyzers:
aroot = "{}/analyzers/".format(settings.MEDIA_ROOT)
if da.name == 'crnn':
AnalyzerTask._analyzers[da.name] = analyzer.CRNNAnnotator(
aroot + "{}/crnn.pth".format(da.pk))
else:
raise ValueError, "analyzer by id {} not found".format(da.pk)
def load_analyzer(self, da):
if da.name not in AnalyzerTask._analyzers:
aroot = "{}/models/".format(settings.MEDIA_ROOT)
if da.name == 'crnn':
AnalyzerTask._analyzers[da.name] = analyzer.CRNNAnnotator(
aroot + "{}/crnn.pth".format(da.pk))
elif da.name == 'tagger':
AnalyzerTask._analyzers[
da.name] = analyzer.OpenImagesAnnotator(
aroot + "{}/open_images.ckpt".format(da.pk))
else:
raise ValueError, "analyzer by id {} not found".format(da.pk)
def load_analyzer(self, da):
da.ensure()
if da.name not in Analyzers._analyzers:
aroot = "{}/models/".format(settings.MEDIA_ROOT)
if da.name == 'crnn':
Analyzers._analyzers[da.name] = analyzer.CRNNAnnotator(
aroot + "{}/crnn.pth".format(da.uuid))
elif da.name == 'tagger':
Analyzers._analyzers[da.name] = analyzer.OpenImagesAnnotator(
aroot + "{}/open_images.ckpt".format(da.uuid))
elif da.algorithm == 'location_net':
Analyzers._analyzers[da.name] = analyzer.LocationNet(
aroot + "{}/".format(da.uuid), epoch=da.argumets['epoch'])
else:
raise ValueError, "analyzer by id {} not found".format(da.pk)