Dataset Versions

v6

FR YOLOv4

Generated on Jun 10, 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.
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Dataset Split

Train Set 86%
210Images
Valid Set 10%
25Images
Test Set 4%
10Images

Preprocessing

Resize: Fit within 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -28° and +28°
Saturation: Between -50% and +50%
Blur: Up to 2px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Noise: Up to 12% of pixels

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