未验证 提交 06a2c4c8 编写于 作者: T TeslaZhao 提交者: GitHub

Merge pull request #1682 from felixhjh/official_develop

Official develop
# 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
```
......@@ -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))
......
# 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)
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