dump

dump1

Object Detection

dump1 Image Dataset

v1

2023-12-14 8:55pm

Generated on Dec 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%
252Images
Valid Set 6%
18Images
Test Set 6%
18Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Saturation: Between -33% and +33%
Brightness: Between -26% and +26%
Noise: Up to 7% of pixels