Hotdogco

ltd

Object Detection

ltd Image Dataset

v3

2023-10-11 2:43pm

Generated on Oct 11, 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.
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Dataset Split

Train Set 88%
5931Images
Valid Set 8%
565Images
Test Set 4%
281Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Rotation: Between -8° and +8°
Shear: ±12° Horizontal, ±12° Vertical
Grayscale: Apply to 25% of images
Hue: Between -14° and +14°
Saturation: Between -6% and +6%
Mosaic: Applied

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