#
# Copyright 2018 Analytics Zoo Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
from zoo.models.common import ZooModel
from zoo.models.image.common.image_config import ImageConfigure
from zoo.feature.image.imageset import *
from zoo.common.utils import callZooFunc
if sys.version >= '3':
long = int
unicode = str
[docs]class ImageModel(ZooModel):
"""
The basic class for image model.
"""
def __init__(self, bigdl_type="float"):
super(ImageModel, self).__init__(None, bigdl_type)
[docs] def predict_image_set(self, image, configure=None):
res = callZooFunc(self.bigdl_type, "imageModelPredict", self.value,
image, configure)
return ImageSet(res)
[docs] def get_config(self):
config = callZooFunc(self.bigdl_type, "getImageConfig", self.value)
return ImageConfigure(jvalue=config)