Dataset Versions

v2

2022-09-19 2:55pm

Generated on Sep 19, 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 93%
1401Images
Valid Set 7%
113Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 320x320
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Hue: Between -9° and +9°
Saturation: Between -10% and +10%
Brightness: Between -11% and +11%