hdl

卷心架

Object Detection

卷心架 Image Dataset

v15

2024-04-03 1:00am

Generated on Apr 2, 2024

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 87%
585Images
Valid Set 8%
55Images
Test Set 4%
29Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Brightness: Between 0% and +22%
Blur: Up to 4.5px
Noise: Up to 1.92% of pixels