Seal Integrity in Sterile Barrier Packaging

<p>Dataset containing 1200 images of Sterile Packaging of size (3008, 4110, 3), where 420 images contain defects and associated&nbsp;mask files.</p> <p>This dataset was used to support publication: &quot;Automatic Inspecting of Seal&nbsp;Integrity in Sterile Barrier Packaging: a Deep Learning Approach&quot;.</p> <p>Trained models against this dataset can be found on:</p> <p>- No Augmentation:&nbsp;10.5281/zenodo.7858060</p> <p>- Augmentation:&nbsp;&nbsp;10.5281/zenodo.7858003</p> <p>File descriptions:</p> <p>- DS1.zip: Images and masks for the full dataset.</p> <p>- Full-50.zip:&nbsp;Information for sub-split &quot;Full-50&quot;. Files: ds_info.json, Tesnting.csv, TrainingXVal.csv</p> <p>- Partial-50.zip:&nbsp;Information for sub-split &quot;Partial-50&quot;. Files: ds_info.json, Tesnting.csv, TrainingXVal.csv</p> <p>- Partial-40.zip:&nbsp;Information for sub-split &quot;Partial-40&quot;. Files: ds_info.json, Tesnting.csv, TrainingXVal.csv</p> <p>- Partial-30.zip:&nbsp;Information for sub-split &quot;Partial-30&quot;. Files: ds_info.json, Tesnting.csv, TrainingXVal.csv</p> <p>- Partial-20.zip:&nbsp;Information for sub-split &quot;Partial-20&quot;. Files: ds_info.json, Tesnting.csv, TrainingXVal.csv</p> <p>- Partial-10.zip:&nbsp;Information for sub-split &quot;Partial-10&quot;. Files: ds_info.json, Tesnting.csv, TrainingXVal.csv</p> <p>- Partial-05.zip:&nbsp;Information for sub-split &quot;Partial-05&quot;. Files: ds_info.json, Tesnting.csv, TrainingXVal.csv</p> <p>- Partial-01.zip:&nbsp;Information for sub-split &quot;Partial-01&quot;. Files: ds_info.json, Tesnting.csv, TrainingXVal.csv</p>