MSDL

Egg

Object Detection

Egg Image Dataset

v4

2022-06-02 12:56am

Generated on Jun 1, 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.
Other Formats
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Dataset Split

Train Set 88%
324Images
Valid Set 8%
30Images
Test Set 4%
15Images

Preprocessing

Resize: Fill (with center crop) in 416x416
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Blur: Up to 2.25px
Noise: Up to 1% of pixels