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Open-source code for our CVPR19 paper "Meta-learning Convolutional Neural Architectures for Multi-target Concrete Defect Classification with the COncrete DEfect BRidge IMage Dataset".

License: Other

Python 97.42% Shell 0.87% Jupyter Notebook 1.71%

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meta-learning-codebrim's Issues

Extracting dataset on Ubuntu 16.04 LTS

Hi all,

I was facing problems extracting the dataset available on https://zenodo.org/record/2620293. @MrtnMndt helped me resolve it. I will describe the problem here followed by the solution that worked.

md5 of the downloaded zip files is correct, but upon extraction I got the following problems:

  • with unzip CODEBRIM_classification_balanced_dataset.zip, I got
Archive:  CODEBRIM_classification_balanced_dataset.zip
warning [CODEBRIM_classification_balanced_dataset.zip]:  8589934592 extra bytes at beginning or within zipfile
  (attempting to process anyway)
file #1:  bad zipfile offset (local header sig):  8589934592
  (attempting to re-compensate)
   creating: classification_dataset_balanced/
error: invalid zip file with overlapped components (possible zip bomb)
  • with 7z x CODEBRIM_classification_balanced_dataset.zip, I got
...
Extracting  classification_dataset_balanced/val/defects/image_0001304_crop_0000004.png
Extracting  classification_dataset_balanced/val/defects/image_0001129_crop_0000002.png
Extracting  classification_dataset_balanced/val/defects/image_0001126_crop_0000005.png
Extracting  __MACOSX/classification_dataset_balanced/val/defects/._image_0001126_crop_0000005.png
Extracting  classification_dataset_balanced/val/defects/image_0000300_crop_0000001.png

Sub items Errors: 7575

A closer observation showed the following for some files:

...
Extracting  classification_dataset_balanced/train/background/image_0000531_crop_0000005.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000324_crop_0000003.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0001311_crop_0000001.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000334_crop_0000005.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000030_crop_0000005.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000233_crop_0000005.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000020_crop_0000003.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000429_crop_0000004.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000969_crop_0000001.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000439_crop_0000002.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000001_crop_0000002.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000011_crop_0000004.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000202_crop_0000002.png     Unsupported Method
Extracting  classification_dataset_balanced/train/background/image_0000399_crop_0000003.png     Unsupported Method
...
  • With file-roller I could extract only a part of the data (~3GB) and some file were not readable.
    pastedImage

@MrtnMndt pointed out that the operating system probably did not handle large zip file automatically (zip files beyond 4GB). He tried it on his Mac/window and the extraction was just fine and suggested I use a different extractor tool following https://askubuntu.com/questions/959256/cant-extract-a-large-zip-file.

The solution that worked

sudo apt-get install fastjar
jar xvf CODEBRIM_classification_balanced_dataset.zip

✔️ This is also the accepted solution on: https://unix.stackexchange.com/questions/438368/unix-unzip-is-failing-but-mac-archive-utility-works

❌ We also tried the following which did not work.

sudo apt-get install dtrx
dtrx CODEBRIM_classification_balanced_dataset.zip

About the dataset

Hi, the download link for the Bridge Damage Dataset is not available.

the problem of label

hello, I download a part of dataset.The zip file "CODEBRIM_crop_dataset" only includes images, but no labels.How can I download data which has been labeled?

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