Totally Turtle-rific (Maryland Turtle Shell Identification)

Object Detection

Dataset Versions

v14

2023-04-27 1:10pm

Generated on Apr 27, 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 91%
505Images
Valid Set 5%
27Images
Test Set 4%
22Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -43% and +43%
Brightness: Between -26% and +26%
Blur: Up to 1.5px