diff --git a/python/examples/deeplabv3/N0060.jpg b/python/examples/deeplabv3/N0060.jpg new file mode 100644 index 0000000000000000000000000000000000000000..feac2837eaa5ae5db414d9769a0c5a830dde268d Binary files /dev/null and b/python/examples/deeplabv3/N0060.jpg differ diff --git a/python/examples/deeplabv3/deeplabv3_client.py b/python/examples/deeplabv3/deeplabv3_client.py new file mode 100644 index 0000000000000000000000000000000000000000..75ea6b0a01868af30c94fb0686159571c2c1c966 --- /dev/null +++ b/python/examples/deeplabv3/deeplabv3_client.py @@ -0,0 +1,34 @@ +# Copyright (c) 2020 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 paddle_serving_client import Client +from paddle_serving_app.reader import Sequential, File2Image, Resize, Transpose, BGR2RGB, SegPostprocess +import sys +import cv2 + +client = Client() +client.load_client_config("seg_client/serving_client_conf.prototxt") +client.connect(["127.0.0.1:9494"]) + +preprocess = Sequential( + [File2Image(), Resize( + (512, 512), interpolation=cv2.INTER_LINEAR)]) + +postprocess = SegPostprocess(2) + +filename = "N0060.jpg" +im = preprocess(filename) +fetch_map = client.predict(feed={"image": im}, fetch=["output"]) +fetch_map["filename"] = filename +postprocess(fetch_map)