README.md

CVWebService

CVWebService implement some computer vision models and deploy them on Web as services.

clone this repo

git clone https://github.com/Adenialzz/CVWebService.git
cd CVWebService

setting port forward (optional)

Forwarding the intranet port to the public network through frp (requires a ECS with public IP). See this blog for detailed steps of setting port foward. Both ECS server and local client need to be configured.

After the server configuration is completed, configure on the local client:

wget https://github.com/fatedier/frp/releases/download/v0.42.0/frp_0.42.0_linux_amd64.tar.gz
tar xf frp_0.42.0_linux_amd64.tar.gz && rm frp_0.42.0_linux_amd64.tar.gz
mv frp_0.42.0_linux_amd64/ frp/
vi frp/frpc.ini
'''
[common]
server_addr = xx.xxx.xxx.xx
server_port = 7000
token = xxxxxx

[CVWebService]
type = tcp
local_ip = 0.0.0.0
local_port = 7100
remote_port = 7200
# ...
'''
cd frp/
nohup ./frpc -c frpc.ini 2>&1 > frpc.log &
cd ..

run service

yolov3

wget https://pjreddie.com/media/files/yolov3.weights -P yolov3/yolov3_models/
wget https://pjreddie.com/media/files/yolov3-tiny.weights -P yolov3/yolov3_models/

python app.py

Faster-RCNN

mkdir mmdetection/checkpoints/
wget https://download.openmmlab.com/mmdetection/v2.0/faster_rcnn/faster_rcnn_r50_fpn_1x_coco/faster_rcnn_r50_fpn_1x_coco_20200130-047c8118.pth -P mmdetection/checkpoints/

python app.py