# 低压互感器

**Repository Path**: qq1599750799/object-ocr

## Basic Information

- **Project Name**: 低压互感器
- **Description**: 广州低压互感器V2.0
目标识别 | 螺母检测 | 外观检测 | 铭牌OCR | 缺陷检测
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: dev_zzh
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 0
- **Created**: 2024-09-20
- **Last Updated**: 2026-02-03

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Low Voltage Transformer (LVT)

#### Description

本项目为互感器检测系统
项目核心功能包括：通过OCR技术识别互感器铭牌型号，利用YOLOv10模型检测互感器裂痕、螺母缺失等问题。
检测设备选用海康摄像头-->POE交换机-->服务器。
后端基于Flask开发，通过Socket TCP协议与服务器通信，接收信息后以SSE方式与前端交互，返回检测结果图片，深圳项目有Http上传。
项目涵盖前后端开发、算法设计、日志管理及配置管理，代码统一通过Git进行版本管理。

#### Software Architecture
Software architecture description
pyinstaller --log-level DEBUG .\test.py > debug.log 2>&1 --distpath ./output

#### Installation

1.新建环境
a.conda create -n py39 python=3.9

2.更新镜像源
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/free/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/pkgs/main/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/conda-forge/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/bioconda/
conda config --add channels https://mirrors.tuna.tsinghua.edu.cn/anaconda/cloud/pytorch/
conda config --set show_channel_urls yes

3.安装pytorch
conda install pytorch==2.0.1 torchvision==0.15.2 torchaudio==2.0.2 pytorch-cuda=11.8 -c pytorch -c nvidia


4.修改pip镜像源
a.pip config set global.index-url https://mirrors.aliyun.com/pypi/simple/

5.拉取代码:
a.git clone https://gitee.com/fanxiang-rain/OcrObDetect.git
6.pip install -r requirements.txt

conda install pytorch==2.0.1 torchvision==0.15.2  torchaudio==2.0.2 pytorch-cuda=11.8 -c pytorch -c nvidia


#### Contribution
1.  Fork the repository
2.  Create Feat_xxx branch
3.  Commit your code
4.  Create Pull Request

#### Gitee Feature

1.  You can use Readme\_XXX.md to support different languages, such as Readme\_en.md, Readme\_zh.md
2.  Gitee blog [blog.gitee.com](https://blog.gitee.com)
3.  Explore open source project [https://gitee.com/explore](https://gitee.com/explore)
4.  The most valuable open source project [GVP](https://gitee.com/gvp)
5.  The manual of Gitee [https://gitee.com/help](https://gitee.com/help)
6.  The most popular members  [https://gitee.com/gitee-stars/](https://gitee.com/gitee-stars/)