P Tay

tyres-polygon-posneg

Object Detection

tyres-polygon-posneg Image Dataset

v4

2023-09-19 9:26am

Generated on Sep 19, 2023

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 84%
979Images
Valid Set 11%
123Images
Test Set 5%
63Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°
Tyres-tires-tires-Tyres-tires-Tyres-tires
637 images
tires-tires-Tyres-tires-Tyres-tires
638 images
tires
428 images
tires-tires-tires-Tyres-tires-Tyres-tires
795 images