diff --git a/examples/Pipeline/PaddleVideo/PPTSN_K400/README_CN.md b/examples/Pipeline/PaddleVideo/PPTSN_K400/README_CN.md new file mode 100644 index 0000000000000000000000000000000000000000..77c8854081d50d8509b00d01cccb1205ae0ab877 --- /dev/null +++ b/examples/Pipeline/PaddleVideo/PPTSN_K400/README_CN.md @@ -0,0 +1,28 @@ +# PP-TSN 视频分类模型 + +## 模型简介 +PP-TSN模型是对TSN模型进行改进,在不增加参数量和计算量的情况下,得到了的更高精度的2D实用视频分类模型。 + +## 获取模型 +``` +sh get_model.sh +``` + +## 部署模型并测试 + +### 启动 server +``` +python3 web_service.py &>log.txt & +``` + +## 启动 client + +**一. http client** +``` +python3 pipeline_http_client.py +``` +**二. rpc client** + +``` +python3 pipeline_rpc_client.py +``` diff --git a/examples/Pipeline/PaddleVideo/PPTSN_K400/pipeline_http_client.py b/examples/Pipeline/PaddleVideo/PPTSN_K400/pipeline_http_client.py index e1025598dabe9ea56c3c75ffdb9121af883ae249..9c61b5a0e8597e6978f81edde067bbea2ecfe39f 100644 --- a/examples/Pipeline/PaddleVideo/PPTSN_K400/pipeline_http_client.py +++ b/examples/Pipeline/PaddleVideo/PPTSN_K400/pipeline_http_client.py @@ -16,7 +16,7 @@ import requests import json url = "http://127.0.0.1:9999/ppTSN/prediction" -video_url = "https://paddle-serving.bj.bcebos.com/huangjianhui04/example.avi" +video_url = "https://paddle-serving.bj.bcebos.com/model/PaddleVideo/example.avi" for i in range(4): data = {"key": ["filename"], "value": [video_url]} r = requests.post(url=url, data=json.dumps(data)) diff --git a/examples/Pipeline/PaddleVideo/PPTSN_K400/pipeline_rpc_client.py b/examples/Pipeline/PaddleVideo/PPTSN_K400/pipeline_rpc_client.py new file mode 100644 index 0000000000000000000000000000000000000000..481f54f99d8ea31a6f52adadb6632e0f4e341e57 --- /dev/null +++ b/examples/Pipeline/PaddleVideo/PPTSN_K400/pipeline_rpc_client.py @@ -0,0 +1,31 @@ +# 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. +try: + from paddle_serving_server.pipeline import PipelineClient +except ImportError: + from paddle_serving_server.pipeline import PipelineClient +import numpy as np +import requests +import json +import cv2 +import base64 +import os + +client = PipelineClient() +client.connect(['127.0.0.1:18090']) + +video_url = "https://paddle-serving.bj.bcebos.com/model/PaddleVideo/example.avi" +for i in range(1): + ret = client.predict(feed_dict={"video_url": video_url}, fetch=["res"]) + print(ret)