Amog

Amogus

Object Detection

Amogus Image Dataset

v4

2023-09-13 9:31pm

Generated on Sep 13, 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 92%
864Images
Valid Set 4%
40Images
Test Set 4%
35Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 400x225

Augmentations

Outputs per training example: 3
Rotation: Between -36° and +36°
Blur: Up to 5.75px
Bounding Box: Flip: Vertical