def __init__(self, directory):
DataSource.__init__(self, directory)
""" Overload the directory path. """
self.directory = os.path.join(self.directory, 'Sentinel/')
if not os.path.exists(self.directory):
os.makedirs(self.directory)
""" loads the model. """
print("INFO: downloading model. ")
with requests.get(
'https://s3.eu-central-1.amazonaws.com/hrm-models/{}'.format(
MODEL),
stream=True) as r:
with open('../Models/{}'.format(MODEL), 'wb') as f:
f.write(r.content)
#s3_download('hrm-models', MODEL, '../Models/{}'.format(MODEL))
print("INFO: loading model for Sentinel Images ...")
self.net = tf.keras.models.load_model('../Models/{}'.format(MODEL),
compile=False)
self.net = tf.keras.models.Model(
inputs=self.net.input, outputs=self.net.get_layer(LAYER).output)
def __init__(self, client):
DataSource.__init__(self, client)
self.content_type = 'video'
self.tags = ['technology/technology']
self.show_elements = 'video'
self.show_atoms = 'media'
def __init__(self, client):
DataSource.__init__(self, client)
self.tags = ['news/series/the-long-read,-tone/audio,-type/audio']
def __init__(self, client):
DataSource.__init__(self, client)
self.content_type = 'gallery'
self.tags = ['childrens-books-site/series/how-to-draw']
self.show_elements = 'image'
def __init__(self, client):
DataSource.__init__(self, client)
self.content_type = 'video'
self.tags = ['technology/technology']
self.show_elements = 'video'
def __init__(self, client):
DataSource.__init__(self, client)
self.content_type = 'video'
self.tags = ['theguardian/series/how-to-dress']
# self.page_size = 1
self.show_elements = 'video'
def __init__(self, client):
DataSource.__init__(self, client)
self.tags = ['fashion/series/stylewatch']
# self.page_size = 1
self.show_elements = 'image'
def __init__(self, client):
DataSource.__init__(self, client)
self.content_type = 'video'
self.tags = ['theguardian/series/how-to-dress']
# self.page_size = 1
self.show_elements = 'video'
def __init__(self, client):
DataSource.__init__(self, client)
self.content_type = 'gallery'
self.tags = ['(fashion/series/fashion-for-all-ages|fashion/series/key-fashion-trends-of-the-season|fashion/series/fashion-line-up)']
# self.page_size = 1
self.show_elements = 'image'
def __init__(self, client):
DataSource.__init__(self, client)
self.tags = ['fashion/series/stylewatch']
# self.page_size = 1
self.show_elements = 'image'
