ISOLA L12

CK-CKD/KMPR2024

Object Detection

CK-CKD/KMPR2024 Image Dataset

v3

2024-02-14 4:48pm

Generated on Feb 14, 2024

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 81%
2103Images
Valid Set 8%
202Images
Test Set 11%
299Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 300x300

Augmentations

Outputs per training example: 3
Rotation: Between -7° and +7°
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Blur: Up to 3px
Noise: Up to 0.3% of pixels