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github.com/Egrt/YOLO_PyQt5 @V1.0

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repository ↗ · DeepWiki ↗ · release V1.0 ↗ · + Follow
218 symbols 512 edges 18 files 5 documented · 2%
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README

PyQt5实现目标检测系统搭建——支持多线程


功能

  1. 支持读取本地图片
  2. 支持读取本地视频
  3. 支持打开摄像头实时检测
  4. 支持多线程,防止卡顿
  5. 支持检测到人脸未佩戴口罩时记录,并语音警告

所需环境

torch==1.2.0 PyQt5==5.15.7 pygame==2.2.0

文件下载

训练所需的权值可在百度网盘中下载。
链接: https://pan.baidu.com/s/1gSC4jYYpMfWl90zTK0dI4w
提取码: x39a

运行

运行根目录下main.py启动界面:

Core symbols most depended-on inside this repo

rand
called by 23
utils/dataloader.py
rand
called by 22
nets/yolo_training.py
conv_dw
called by 13
nets/mobilenet_v1.py
signal_connect
called by 10
custom/tableWidget.py
conv2d
called by 8
nets/yolo4.py
conv_dw
called by 6
nets/yolo4.py
_make_divisible
called by 6
nets/mobilenet_v3.py
update_image
called by 5
custom/graphicsView.py

Shape

Method 136
Class 54
Function 28

Languages

Python100%

Modules by API surface

custom/listWidgetItems.py37 symbols
custom/tableWidget.py28 symbols
nets/yolo4.py23 symbols
nets/mobilenet_v3.py20 symbols
nets/yolo_training.py17 symbols
main.py17 symbols
custom/listWidgets.py13 symbols
custom/graphicsView.py13 symbols
nets/mobilenet_v2.py10 symbols
yolo.py8 symbols
utils/utils.py8 symbols
utils/dataloader.py8 symbols

For agents

$ claude mcp add YOLO_PyQt5 \
  -- python -m otcore.mcp_server <graph>

⬇ download graph artifact