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FastDeploy/fastdeploy/vision/segmentation/ppseg/__init__.py
huangjianhui a016ef99ce Add PaddleSeg doc and infer.cc demo (#114)
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* Add evaluation calculate time and fix some bugs

* Update classification __init__

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Co-authored-by: Jason <jiangjiajun@baidu.com>
2022-08-15 15:24:38 +08:00

60 lines
2.1 KiB
Python

# 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