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./数据集/Coris julis female/fish-00001.png 1
./数据集/Coris julis female/fish-00002.png 1
./数据集/Coris julis female/fish-00006.png 1
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./数据集/Coris julis female/fish-00110.png 1
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./数据集/Coris julis female/fish-00209.png 1
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./数据集/Coris julis female/fish-00295.png 1
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./数据集/Coris julis female/fish-00330.png 1
./数据集/Coris julis female/fish-00331.png 1
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./数据集/Coris julis female/fish-00368.png 1
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./数据集/Coris julis female/fish-00371.png 1
./数据集/Coris julis female/fish-00372.png 1
./数据集/Coris julis female/fish-00377.png 1
./数据集/Coris julis female/fish-00378.png 1
./数据集/Coris julis female/fish-00379.png 1
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./数据集/Coris julis female/fish-0037_rotated45.jpg 1
./数据集/Coris julis female/fish-00382.png 1
./数据集/Coris julis female/fish-0038_flip.jpg 1
./数据集/Coris julis female/fish-0038_rotated45.jpg 1
./数据集/Coris julis female/fish-00390.png 1
./数据集/Coris julis female/fish-00394.png 1
./数据集/Coris julis female/fish-00395.png 1
./数据集/Coris julis female/fish-0039_flip.jpg 1
./数据集/Coris julis female/fish-00404.png 1
./数据集/Coris julis female/fish-0040_flip.jpg 1
./数据集/Coris julis female/fish-0040_rotated45.jpg 1
./数据集/Coris julis female/fish-00414.png 1
./数据集/Coris julis female/fish-00416.png 1
./数据集/Coris julis female/fish-00417.png 1
./数据集/Coris julis female/fish-00418.png 1
./数据集/Coris julis female/fish-00419.png 1
./数据集/Coris julis female/fish-0041_rota
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本代码是基于python pytorch环境安装的。 下载本代码后,有个环境安装的requirement.txt文本,环境需要自行配置。 或可直接参考下面博文进行环境安装。 https://blog.csdn.net/no_work/article/details/139887346 安装好环境之后, 代码需要依次运行 01数据集文本生成制作.py 02深度学习模型训练.py 和03html_server.py 数据集介绍,下载本资源后,界面如下: 数据集文件夹存放了本次识别的各个类别图片。 运行01数据集文本制作.py文件,会就读取数据集下每个类别文件中的图片路径和对应的标签 运行02深度学习模型训练.py就会将txt文本中记录的训练集和验证集进行读取训练,训练好后会保存模型在本地 训练完成之后会有log日志保存本地,里面记录了每个epoch的验证集损失值和准确率。 运行03html_server.py就可以生成与网页交互的url了 然后我们复制这个url(http://127.0.0.1:4399)在本机电脑的网页上打开,或手动输入这个url,切记不要输错 这
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web网页html版基于python深度学习的鱼类识别-含图片数据集.zip (339个子文件)
index.html 4KB
fish-0028_flip.jpg 53KB
fish-0028_rotated45.jpg 53KB
fish-0071_rotated45.jpg 46KB
fish-0001_flip.jpg 46KB
fish-0001_rotated45.jpg 46KB
fish-0049_flip.jpg 45KB
fish-0071_flip.jpg 45KB
fish-0049_rotated45.jpg 45KB
fish-0058_flip.jpg 41KB
fish-0063_flip.jpg 41KB
fish-0063_rotated45.jpg 41KB
fish-0058_rotated45.jpg 41KB
fish-0010_flip.jpg 40KB
fish-0027_flip.jpg 40KB
fish-0010_rotated45.jpg 40KB
fish-0027_rotated45.jpg 40KB
fish-0008_rotated45.jpg 40KB
fish-0008_flip.jpg 39KB
fish-0061_flip.jpg 39KB
fish-0061_rotated45.jpg 39KB
fish-0042_flip.jpg 38KB
fish-0042_rotated45.jpg 38KB
fish-0027_flip.jpg 38KB
fish-0062_flip.jpg 38KB
fish-0020_rotated45.jpg 38KB
fish-0027_rotated45.jpg 38KB
fish-0062_rotated45.jpg 38KB
fish-0020_flip.jpg 38KB
fish-0059_flip.jpg 38KB
fish-0066_flip.jpg 37KB
fish-0059_rotated45.jpg 37KB
fish-0068_flip.jpg 37KB
fish-0066_rotated45.jpg 37KB
fish-0068_rotated45.jpg 37KB
fish-0009_flip.jpg 36KB
fish-0009_rotated45.jpg 36KB
fish-0029_flip.jpg 36KB
fish-0013_rotated45.jpg 35KB
fish-0073_flip.jpg 35KB
fish-0013_flip.jpg 35KB
fish-0029_rotated45.jpg 35KB
fish-0060_flip.jpg 35KB
fish-0026_flip.jpg 35KB
fish-0073_rotated45.jpg 35KB
fish-0058_flip.jpg 34KB
fish-0026_rotated45.jpg 34KB
fish-0058_rotated45.jpg 34KB
fish-0011_rotated45.jpg 34KB
fish-0060_rotated45.jpg 34KB
fish-0011_flip.jpg 34KB
fish-0005_flip.jpg 34KB
fish-0005_rotated45.jpg 33KB
fish-0004_flip.jpg 33KB
fish-0011_flip.jpg 33KB
fish-0033_flip.jpg 33KB
fish-0011_rotated45.jpg 33KB
fish-0004_rotated45.jpg 32KB
fish-0033_rotated45.jpg 32KB
fish-0065_flip.jpg 32KB
fish-0001_flip.jpg 32KB
fish-0039_flip.jpg 32KB
fish-0064_flip.jpg 32KB
fish-0005_rotated45.jpg 32KB
fish-0065_rotated45.jpg 32KB
fish-0039_rotated45.jpg 31KB
fish-0005_flip.jpg 31KB
fish-0001_rotated45.jpg 31KB
fish-0000_flip.jpg 31KB
fish-0030_flip.jpg 31KB
fish-0009_flip.jpg 31KB
fish-0030_rotated45.jpg 31KB
fish-0000_flip.jpg 31KB
fish-0064_rotated45.jpg 31KB
fish-0029_rotated45.jpg 31KB
fish-0034_flip.jpg 31KB
fish-0000_rotated45.jpg 31KB
fish-0002_flip.jpg 31KB
fish-0002_flip.jpg 31KB
fish-0009_rotated45.jpg 31KB
fish-0034_rotated45.jpg 31KB
fish-0004_flip.jpg 31KB
fish-0034_flip.jpg 31KB
fish-0000_rotated45.jpg 31KB
fish-0006_rotated45.jpg 31KB
fish-0057_flip.jpg 31KB
fish-0029_flip.jpg 30KB
fish-0006_flip.jpg 30KB
fish-0037_flip.jpg 30KB
fish-0004_rotated45.jpg 30KB
fish-0002_rotated45.jpg 30KB
fish-0002_rotated45.jpg 30KB
fish-0000_flip.jpg 30KB
fish-0036_flip.jpg 30KB
fish-0040_flip.jpg 30KB
fish-0057_rotated45.jpg 30KB
fish-0034_rotated45.jpg 30KB
fish-0032_flip.jpg 30KB
fish-0037_rotated45.jpg 30KB
fish-0000_rotated45.jpg 30KB
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