# Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. # # 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 __future__ import absolute_import import logging from .... import FastDeployModel, Frontend from .... import c_lib_wrap as C class PaddleSegModel(FastDeployModel): def __init__(self, model_file, params_file, config_file, runtime_option=None, model_format=Frontend.PADDLE): super(PaddleSegModel, self).__init__(runtime_option) assert model_format == Frontend.PADDLE, "PaddleSeg only support model format of Frontend.Paddle now." self._model = C.vision.segmentation.PaddleSegModel( model_file, params_file, config_file, self._runtime_option, model_format) assert self.initialized, "PaddleSeg model initialize failed." def predict(self, input_image): return self._model.predict(input_image) @property def with_softmax(self): return self._model.with_softmax @with_softmax.setter def with_softmax(self, value): assert isinstance( value, bool), "The value to set `with_softmax` must be type of bool." self._model.with_softmax = value @property def is_vertical_screen(self): return self._model.is_vertical_screen @is_vertical_screen.setter def is_vertical_screen(self, value): assert isinstance( value, bool), "The value to set `is_vertical_screen` must be type of bool." self._model.is_vertical_screen = value