Dataset Versions

v3

tiktok

Generated on Dec 18, 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.
Other Formats
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Dataset Split

Train Set 97%
7292Images
Valid Set %
0Images
Test Set 3%
230Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Grayscale: Apply to 10% of images
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Blur: Up to 1px
Bounding Box: Noise: Up to 1% of pixels

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