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基于深度学习的垃圾分类系统

上传者: dfs000 | 上传时间:2024/5/26 13:35:28 | 文件大小:711KB | 文件类型:ZIP
基于深度学习的垃圾分类系统
本次实验训练了多个用于垃圾图片分类识别的模型,采用迁移学习的方法选取性能较好的模型进行调优改进,最终的模型识别准确率在93%以上(30个epoch);
然后将训练好的模型部署在华为云上,生成API接口进行调用;
最后设计了一个可视化程序调用API接口来进行展示,方便用户使用。
本软件ID:12585697

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资源详情

(67个子文件711KB)基于深度学习的垃圾分类系统
毕设程序
GarbageClassify
models
resnetxt_wsl.py 3.79KB
__pycache__
resnet_cbam.cpython-37.pyc 10.36KB
resnetxt_wsl.cpython-37.pyc 3.31KB
__init__.cpython-37.pyc 329B
resnet_cbam.py 12.46KB
__init__.py 214B
Res.py 11.12KB
view.py 2.11KB
build_net.py 1.20KB
yuancheng.py 17.99KB
train.py 8.89KB
__pycache__
Image.cpython-37.pyc 4.05KB
yuancheng.cpython-37.pyc 13.52KB
args.cpython-37.pyc 3.20KB
graphics.cpython-37.pyc 2.80KB
view.cpython-37.pyc 5.44KB
dataset.cpython-37.pyc 3.22KB
transform.cpython-37.pyc 2.94KB
visa.cpython-37.pyc 9.87KB
build_net.cpython-37.pyc 1.25KB
pachong.py 3.87KB
dataset.py 3.30KB
predict
resnetxt_wsl.py 3.95KB
__pycache__
predict.cpython-37.pyc 5.37KB
resnet_cbam.cpython-37.pyc 10.36KB
resnetxt_wsl.cpython-37.pyc 3.33KB
__init__.cpython-37.pyc 135B
predict.py 5.80KB
resnet_cbam.py 12.46KB
__init__.py 0B
Res.py 11.12KB
visa.py 15.28KB
.idea
GarbageClassify.iml 291B
misc.xml 201B
modules.xml 289B
workspace.xml 11.79KB
inspectionProfiles
profiles_settings.xml 174B
Image.py 5.01KB
args.py 4.63KB
preprocess.py 3.81KB
transform.py 2.57KB
graphics.py 2.18KB
utils
eval.py 577B
visualize.py 3.72KB
utils.py 4.29KB
logger.py 4.29KB
__pycache__
utils.cpython-37.pyc 4.13KB
__init__.cpython-37.pyc 451B
eval.cpython-37.pyc 817B
radam.cpython-37.pyc 5.51KB
misc.cpython-37.pyc 4.67KB
visualize.cpython-37.pyc 2.92KB
logger.cpython-37.pyc 4.09KB
misc.py 5.30KB
radam.py 8.04KB
progress
MANIFEST.in 27B
README.rst 2.88KB
test_progress.py 1.43KB
demo.gif 902.67KB
progress
bar.py 2.77KB
helpers.py 2.79KB
__init__.py 3.11KB
spinner.py 1.41KB
counter.py 1.49KB
LICENSE 776B
setup.py 843B
__init__.py 317B
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评论信息

  • ZXKI:
    那个是启动程序?2021-04-04
  • WangJunchengNWPU:
    可以发一下训练好的模型吗?2020-11-30

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