deloitte

Drinking

Object Detection

Drinking Image Dataset

v1

drinking_v2

Generated on Nov 8, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

Dataset Split

Train Set 88%
1555Images
Valid Set 8%
143Images
Test Set 4%
79Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
safe-looking-away
4046 images
safe-driving
1356 images
looking-away
1000 images
dms
dms
driver-states
1058 images
Drinking
1700 images