xlapsa01@stud.fit.vutbr.cz

bp

Object Detection

bp Image Dataset

v11

toto

Generated on Mar 16, 2022

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
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Dataset Split

Train Set 88%
2486Images
Valid Set 7%
185Images
Test Set 6%
162Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 256x256
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Bounding Box: Blur: Up to 8px