基于YOLOv5实现垃圾分类目标检测
本项目采用YOLOv5实现垃圾分类目标检测。利用大量已标注目标检测数据集进行训练，对居民生活垃圾图片进行检测，找出图片中属于哪个类别的垃圾，并指示出在图片中的位置。
本工程YOLOv5使用PyTorch版的ultralytics/yolov5，在Windows系统上进行垃圾分类目标检测的项目演示。具体项目过程包括：数据集及格式转换、探索性数据分析（EDA）、安装软件环境、安装YOLOv5、修改YOLOv5代码(为支持中文标签）、训练集和测试集自动划分、修改配置文件、准备Weights&Biases训练可视化工具、训练网络模型、测试训练出的网络模型和性能统计。
文件下载
资源详情
[{"title":"（ 2000 个子文件 391.13MB ） 基于YOLOv5实现垃圾分类目标检测","children":[{"title":"events.out.tfevents.1630724836.LAPTOP-2PUAK7IN.29844.0 <span style='color:#111;'> 37.17KB </span>","children":null,"spread":false},{"title":"Dockerfile <span style='color:#111;'> 1.77KB </span>","children":null,"spread":false},{"title":"Dockerfile <span style='color:#111;'> 821B </span>","children":null,"spread":false},{"title":".dockerignore <span style='color:#111;'> 3.53KB </span>","children":null,"spread":false},{"title":".gitattributes <span style='color:#111;'> 75B </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 3.88KB </span>","children":null,"spread":false},{"title":".gitignore <span style='color:#111;'> 184B </span>","children":null,"spread":false},{"title":"yolov5-trash(1).iml <span style='color:#111;'> 495B </span>","children":null,"spread":false},{"title":"yolov5-trash.iml <span style='color:#111;'> 495B </span>","children":null,"spread":false},{"title":"tutorial.ipynb <span style='color:#111;'> 384.79KB </span>","children":null,"spread":false},{"title":"2f5c39d5fe55bf7926444c6e9e177a96.jpeg <span style='color:#111;'> 1.14MB </span>","children":null,"spread":false},{"title":"2f5c39d5fe55bf7926444c6e9e177a96.jpeg <span style='color:#111;'> 184.90KB </span>","children":null,"spread":false},{"title":"662d79ab3f8568e95e9d2835f416d0a5.jpeg <span style='color:#111;'> 106.20KB </span>","children":null,"spread":false},{"title":"2c57f9a2fbb0d4e2fdc8968bce13cc03.jpeg <span style='color:#111;'> 91.97KB </span>","children":null,"spread":false},{"title":"570ce97066145f9179e56d616f7ee903.jpeg <span style='color:#111;'> 67.42KB </span>","children":null,"spread":false},{"title":"8c1cedcc5f1c7e28619b160d5c46504d.jpeg <span style='color:#111;'> 44.52KB </span>","children":null,"spread":false},{"title":"2c57f9a2fbb0d4e2fdc8968bce13cc03.jpeg <span style='color:#111;'> 42.28KB </span>","children":null,"spread":false},{"title":"c0637f2d09360f7980f498ce1bec0b61.jpeg <span style='color:#111;'> 42.26KB </span>","children":null,"spread":false},{"title":"662d79ab3f8568e95e9d2835f416d0a5.jpeg <span style='color:#111;'> 40.83KB </span>","children":null,"spread":false},{"title":"8c1cedcc5f1c7e28619b160d5c46504d.jpeg <span style='color:#111;'> 40.37KB </span>","children":null,"spread":false},{"title":"570ce97066145f9179e56d616f7ee903.jpeg <span style='color:#111;'> 34.82KB </span>","children":null,"spread":false},{"title":"c0637f2d09360f7980f498ce1bec0b61.jpeg <span style='color:#111;'> 19.86KB </span>","children":null,"spread":false},{"title":"img_battery (52).jpeg <span style='color:#111;'> 12.37KB </span>","children":null,"spread":false},{"title":"img_battery (52).jpeg <span style='color:#111;'> 9.79KB </span>","children":null,"spread":false},{"title":"20210000082.jpg <span style='color:#111;'> 5.25MB </span>","children":null,"spread":false},{"title":"20210000011.jpg <span style='color:#111;'> 5.06MB </span>","children":null,"spread":false},{"title":"20210000084.jpg <span style='color:#111;'> 5.03MB </span>","children":null,"spread":false},{"title":"20210000083.jpg <span style='color:#111;'> 4.63MB </span>","children":null,"spread":false},{"title":"20210000076.jpg <span style='color:#111;'> 4.42MB </span>","children":null,"spread":false},{"title":"20210000073.jpg <span style='color:#111;'> 3.94MB </span>","children":null,"spread":false},{"title":"20210000023.jpg <span style='color:#111;'> 3.90MB </span>","children":null,"spread":false},{"title":"20210000074.jpg <span style='color:#111;'> 3.71MB </span>","children":null,"spread":false},{"title":"20210000069.jpg <span style='color:#111;'> 3.69MB </span>","children":null,"spread":false},{"title":"20210000070.jpg <span style='color:#111;'> 3.56MB </span>","children":null,"spread":false},{"title":"20210000075.jpg <span style='color:#111;'> 3.37MB </span>","children":null,"spread":false},{"title":"20210000025.jpg <span style='color:#111;'> 3.23MB </span>","children":null,"spread":false},{"title":"20210000026.jpg <span style='color:#111;'> 2.91MB </span>","children":null,"spread":false},{"title":"20210000063.jpg <span style='color:#111;'> 2.72MB </span>","children":null,"spread":false},{"title":"20210000033.jpg <span style='color:#111;'> 2.71MB </span>","children":null,"spread":false},{"title":"20210000060.jpg <span style='color:#111;'> 2.47MB </span>","children":null,"spread":false},{"title":"20210000034.jpg <span style='color:#111;'> 2.38MB </span>","children":null,"spread":false},{"title":"20210000062.jpg <span style='color:#111;'> 2.35MB </span>","children":null,"spread":false},{"title":"20210000032.jpg <span style='color:#111;'> 2.27MB </span>","children":null,"spread":false},{"title":"20210000030.jpg <span style='color:#111;'> 2.19MB </span>","children":null,"spread":false},{"title":"20210000036.jpg <span style='color:#111;'> 2.17MB </span>","children":null,"spread":false},{"title":"20210000067.jpg <span style='color:#111;'> 2.10MB </span>","children":null,"spread":false},{"title":"20210000053.jpg <span style='color:#111;'> 2.09MB </span>","children":null,"spread":false},{"title":"20210000038.jpg <span style='color:#111;'> 2.09MB </span>","children":null,"spread":false},{"title":"20210000066.jpg <span style='color:#111;'> 2.05MB </span>","children":null,"spread":false},{"title":"20210000048.jpg <span style='color:#111;'> 2.00MB </span>","children":null,"spread":false},{"title":"20210000027.jpg <span style='color:#111;'> 2.00MB </span>","children":null,"spread":false},{"title":"20210000051.jpg <span style='color:#111;'> 1.97MB </span>","children":null,"spread":false},{"title":"20210000049.jpg <span style='color:#111;'> 1.94MB </span>","children":null,"spread":false},{"title":"20210000056.jpg <span style='color:#111;'> 1.93MB </span>","children":null,"spread":false},{"title":"20210000050.jpg <span style='color:#111;'> 1.90MB </span>","children":null,"spread":false},{"title":"20210000040.jpg <span style='color:#111;'> 1.89MB </span>","children":null,"spread":false},{"title":"20210000041.jpg <span style='color:#111;'> 1.88MB </span>","children":null,"spread":false},{"title":"20210000039.jpg <span style='color:#111;'> 1.86MB </span>","children":null,"spread":false},{"title":"20210000046.jpg <span style='color:#111;'> 1.86MB </span>","children":null,"spread":false},{"title":"20210000045.jpg <span style='color:#111;'> 1.83MB </span>","children":null,"spread":false},{"title":"20210000059.jpg <span style='color:#111;'> 1.81MB </span>","children":null,"spread":false},{"title":"20210000043.jpg <span style='color:#111;'> 1.81MB </span>","children":null,"spread":false},{"title":"20210000035.jpg <span style='color:#111;'> 1.78MB </span>","children":null,"spread":false},{"title":"20210000058.jpg <span style='color:#111;'> 1.77MB </span>","children":null,"spread":false},{"title":"20210000006.jpg <span style='color:#111;'> 1.75MB </span>","children":null,"spread":false},{"title":"20210000052.jpg <span style='color:#111;'> 1.74MB </span>","children":null,"spread":false},{"title":"20210000042.jpg <span style='color:#111;'> 1.74MB </span>","children":null,"spread":false},{"title":"20210000057.jpg <span style='color:#111;'> 1.73MB </span>","children":null,"spread":false},{"title":"20210000044.jpg <span style='color:#111;'> 1.62MB </span>","children":null,"spread":false},{"title":"20210000003.jpg <span style='color:#111;'> 1.50MB </span>","children":null,"spread":false},{"title":"20210000002.jpg <span style='color:#111;'> 1.50MB </span>","children":null,"spread":false},{"title":"20210000005.jpg <span style='color:#111;'> 1.49MB </span>","children":null,"spread":false},{"title":"20210000004.jpg <span style='color:#111;'> 1.42MB </span>","children":null,"spread":false},{"title":"20210000009.jpg <span style='color:#111;'> 1.31MB </span>","children":null,"spread":false},{"title":"20210000010.jpg <span style='color:#111;'> 1.30MB </span>","children":null,"spread":false},{"title":"20210000007.jpg <span style='color:#111;'> 1.22MB </span>","children":null,"spread":false},{"title":"20210000015.jpg <span style='color:#111;'> 1.02MB </span>","children":null,"spread":false},{"title":"20210000017.jpg <span style='color:#111;'> 1.02MB </span>","children":null,"spread":false},{"title":"20210000311.jpg <span style='color:#111;'> 598.43KB </span>","children":null,"spread":false},{"title":"20210000310.jpg <span style='color:#111;'> 572.57KB </span>","children":null,"spread":false},{"title":"20210000278.jpg <span style='color:#111;'> 547.20KB </span>","children":null,"spread":false},{"title":"20210000309.jpg <span style='color:#111;'> 500.58KB </span>","children":null,"spread":false},{"title":"20210000251.jpg <span style='color:#111;'> 499.16KB </span>","children":null,"spread":false},{"title":"bus.jpg <span style='color:#111;'> 476.01KB </span>","children":null,"spread":false},{"title":"20210000312.jpg <span style='color:#111;'> 465.04KB </span>","children":null,"spread":false},{"title":"20210000262.jpg <span style='color:#111;'> 463.17KB </span>","children":null,"spread":false},{"title":"labels.jpg <span style='color:#111;'> 460.07KB </span>","children":null,"spread":false},{"title":"20210000290.jpg <span style='color:#111;'> 453.54KB </span>","children":null,"spread":false},{"title":"20210000302.jpg <span style='color:#111;'> 425.02KB </span>","children":null,"spread":false},{"title":"20210000291.jpg <span style='color:#111;'> 420.41KB </span>","children":null,"spread":false},{"title":"20210000288.jpg <span style='color:#111;'> 408.64KB </span>","children":null,"spread":false},{"title":"20210000292.jpg <span style='color:#111;'> 405.56KB </span>","children":null,"spread":false},{"title":"labels_correlogram.jpg <span style='color:#111;'> 402.79KB </span>","children":null,"spread":false},{"title":"20210000286.jpg <span style='color:#111;'> 398.35KB </span>","children":null,"spread":false},{"title":"20210000324.jpg <span style='color:#111;'> 390.96KB </span>","children":null,"spread":false},{"title":"20210000285.jpg <span style='color:#111;'> 370.96KB </span>","children":null,"spread":false},{"title":"20210000326.jpg <span style='color:#111;'> 369.70KB </span>","children":null,"spread":false},{"title":"20210000323.jpg <span style='color:#111;'> 363.61KB </span>","children":null,"spread":false},{"title":"20210000232.jpg <span style='color:#111;'> 361.92KB </span>","children":null,"spread":false},{"title":"20210000200.jpg <span style='color:#111;'> 340.58KB </span>","children":null,"spread":false},{"title":"......","children":null,"spread":false},{"title":"<span style='color:steelblue;'>文件过多，未全部展示</span>","children":null,"spread":false}],"spread":true}]
评论信息
其他资源
- 直接序列扩频系统MATLAB仿真(BPSK调制)
- MindMaster_8.5.1.124_Green.7z
- calpuff模型安装文件
- IA32开发手册（中文版）
- VB.NET写的IEEE754转换程序，相当简单了
- 图像处理库-Mikolajczyk图像库.bark.bikes.boat.graf.leuven.trees.ubc.wall
- 对话通信原理.pdf
- STM32f103v开发板原理图及PCB图
- CIFAR-10 数据和Keras CNN程序 识别率89%左右
- 使layui.js form 可主动验证表单是否通过
- 编译原理 词法分析 语法分析 Java版【NFA DFA DFA最小化】【添加注释版】
- 微软雅黑 JetBrainsMono 混合字体，编程字体，等宽字体（圆点0），基于微软雅黑11.3.0
- 01 Activiti介绍与搭建开发环境.pptx
- 重构实践-源码
- fundamentos_js：JavaScript和git flow的构建-源码
- pow算法.pptx
- 4、PPT模版，护理查房-35套.zip
- SIMOCODE ES图形编辑器使用入门.zip
- ad9361工程原理图
- KinectV2 彩色图像上融合人体骨骼图
免责申明
【只为小站】的资源来自网友分享，仅供学习研究，请务必在下载后24小时内给予删除，不得用于其他任何用途，否则后果自负。基于互联网的特殊性，【只为小站】 无法对用户传输的作品、信息、内容的权属或合法性、合规性、真实性、科学性、完整权、有效性等进行实质审查；无论 【只为小站】 经营者是否已进行审查，用户均应自行承担因其传输的作品、信息、内容而可能或已经产生的侵权或权属纠纷等法律责任。
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明
本站所有资源不代表本站的观点或立场，基于网友分享，根据中国法律《信息网络传播权保护条例》第二十二条之规定，若资源存在侵权或相关问题请联系本站客服人员，zhiweidada#qq.com，请把#换成@，本站将给予最大的支持与配合，做到及时反馈和处理。关于更多版权及免责申明参见 版权及免责申明