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wusaifei/garbage_classify - GitHub Explorer | GitHub Explorer | Trending | Compare

garbage_classify

wusaifei•PUBLIC

本文新增添分类，检测，换脸技术等学习教程，各种调参技巧和tricks，卷积结构详细解析可视化，注意力机制代码等详解！本次垃圾分类挑战杯，目的在于构建基于深度学习技术的图像分类模型，实现垃圾图片类别的精准识别，大赛参考深圳垃圾分类标准，按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。本项目包含完整的分类网络、数据增强、SVM等各种分类增强策略，后续还会继续更新新的分类技巧。

Created on Sep 10, 2019

Updated on Apr 8, 2026

Stars

753

Forks

179

Watchers

753

Open Issues

48

Repository Health Score

🧡

63/100

Fair

Overall repository health assessment

Score Breakdown

Activity

Active development - updated this week

30/30

100%

Community

753 stars, 179 forks

3/30

10%

Documentation

Has description, wiki

15/20

75%

Maintenance

6.4% issue ratio

15/20

75%

Health score is calculated based on activity, community engagement, documentation quality, and maintenance practices

Languages

Python

100.0%

Issues Analytics

51

Total Issues

All time

47

Open

92% of total

4

Closed

8% of total

1mo

Avg Close Time

Avg response

Issues Activity: Last 6 months

Hottest Issues

1

#6 你好，我按照你的步骤运行python run.py --data_url='../datasets/garbage_classify/train_data' --train_url='./model_snapshots' --deploy_script_path='./deploy_scripts'，已经cd到run.py的目录

16

open

2

#14 关于GPU配置的咨询以及数据增强

14

open

3

#1 请问作者训练前报这个错是什么原因？

9

open

4

#13 向楼主提问，这种现象是不是应该是batch size不够造成的

8

open

5

#5 请问作者运行mean_std.py报这个错要怎么解决

8

open

Dependencies

No package.json found

This might not be a Node.js project

Top Contributors

1

wusaifei

User

37

commits

2

saifeiwu

User

1

commits

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