badaniao / dagm2007-to-voc

Generate VOC format datasets from defective images in DAGM2007 dataset.

DAGM2007-to-VOC

Generate VOC format dataset from defective images in DAGM2007 dataset.

Step 1：Download the DAGM2007 dataset

You can download the DAGM2007 dataset from:

DAGM2007

---

Then the data directory should looks like:

-raw_dataset\
    -Class1\
        -Train\
        -Test\
    -Class2\
        -Train\
        -Test\
    ...
    -Class10\
        -Train\
        -Test\

Step 2: Conversion

You can change the save_dir (line 9) to the fold name you like.

   run main.py to make the conversion

Step 3: Doing something

Using labelImg, we can see that the format and annotation of the dataset are correct, but some bounding-boxes may be too large.

After getting the VOC format dataset in the save_dir, you can do defect detection.