DataBattle

DataBattle

Object Detection

DataBattle Image Dataset

v1

2023-03-14 3:12pm

Generated on Mar 14, 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.
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Dataset Split

Train Set 88%
195Images
Valid Set 9%
19Images
Test Set 4%
8Images

Preprocessing

Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Exposure: Between -21% and +21%
Noise: Up to 5% of pixels