Dataset Versions

v3

2021-09-09 9:41pm

Generated on Sep 9, 2021

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 87%
294Images
Valid Set 9%
29Images
Test Set 5%
16Images

Preprocessing

Resize: Stretch to 512x512
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -25% and +25%

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