GestureSSD CBAM - A gesture recognition web system based on SSD and CBAM, using pytorch, flask and node.js

Related tags

Deep LearningGestureSSD_CBAM
Overview

GestureSSD_CBAM

A gesture recognition web system based on SSD and CBAM, using pytorch, flask and node.js

SSD implementation is based on https://github.com/amdegroot/ssd.pytorch

demo gif

======================================================

environment：

python3.6

frontend：

node.js v10.16.3 + vue.js

backend：

pytorch1.4 

flask 1.1.2

(you can copy my environment by pytorch1_4.yaml)

======================================================

pay attention:

1.change your own url at GestureFrontend/frontend/config/index.js line 17 & 27

2.link for trained models: https://pan.baidu.com/s/160gPWagDYmNngFXB4HCVuQ pwd:imhj , please download the pths to ./GestureBackend/models

ssd.pth: original SSD

ssd_x.pth: SSD + CBAM

ssd_x2.pth(default): SSD + CBAM + feature fusion

======================================================

run:

backend: python main.py

frontend: npm run dev (in dir 'frontend')

frontend default url: http://localhost:8080
Owner
xue_senhua1999
xue_senhua1999
GitHub Repository
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