bdlittle Dataset

v13

2024-10-09 1:50pm

Generated on Oct 9, 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.
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Dataset Split

Train Set 95%
2652Images
Valid Set 5%
132Images
Test Set 0%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x64

Augmentations

Outputs per training example: 3
Grayscale: Apply to 30% of images
Hue: Between -16° and +16°
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%
Blur: Up to 2.5px