Dataset Versions

v10

2023-12-26 2:21pm

Generated on Dec 26, 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.
Other Formats
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Dataset Split

Train Set 80%
1964Images
Valid Set 20%
483Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 448x448
Tile: 1 rows x 1 columns
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Grayscale: Apply to 50% of images

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