JDatasetv4

01 S1 Air Trap

Object Detection

01 S1 Air Trap Image Dataset

v1

Version_1

Generated on Mar 9, 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 88%
417Images
Valid Set 8%
37Images
Test Set 4%
20Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -8° and +8°
Brightness: Between -5% and +5%
Exposure: Between -5% and +5%
Blur: Up to 0.25px