VOD5 Yosi

angsa

Object Detection

angsa Image Dataset

v2

2023-09-11 7:07am

Generated on Sep 11, 2023

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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 81%
970Images
Valid Set 18%
210Images
Test Set 1%
15Images

Preprocessing

Resize: Fit (white edges) in 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -30° and +30°