Image Dataset for: Effect of Camera Choice on Image-Classification Inference

This is the full image data set for the following research paper:

Brown, J., Nguyen, A., & Raj, N. (2025). Effect of Camera Choice on Image-Classification Inference. Applied Sciences, 15(1), 246. https://doi.org/10.3390/app15010246

The dataset comprises images of cups and mugs captured using various cameras, backgrounds, camera-to-target distances and image resolutions.

There is a folder for each of 6 camera models. Within each folder, the image files are named using the following convention:

____.jpg

The field has possible values: Angetube962A, EMEETSmartCamC960, LogitechC270, LogitechC920e, MicrosoftLifeCam, RazerKiyoX

The field has possible values Cup1, Cup2, Mug1, Mug2, Mug3

The field has possible values Orientation1, Orientation2, Orientation3 to reflect the different image backgrounds.

The field has possible values 20cm, 30cm, 40cm, 50cm, 60cm

The field has various values depending on camera support, please see the above paper for details.

In the above paper, different terms are used: 'vessel' to indicate a cup or mug, and 'scenario' to indicate an orientation/background. The mapping between the terms used in the paper and the fields used in the file names are as follows:

Term used in paper
field in file name

Vessel 1
Mug1

Vessel 2
Cup1

Vessel 3
Mug2

Vessel 4
Cup2

Vessel 5
Mug3

Term used in paper
field in file name

Scenario 1
Orientation3

Scenario 2
Orientation2

Scenario 3
Orientation1