Dataset Versions

v3

2024-08-09 7:56pm

Generated on Aug 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%
2264Images
Valid Set 4%
88Images
Test Set 2%
40Images

Preprocessing

Resize: Fit (black edges) in 640x640
Tile: 1 rows x 4 columns
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Exposure: Between -10% and +10%

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