new-workspace-fazdx

test

Object Detection

test Image Dataset

v16

2021-10-14 9:10pm

Generated on Oct 14, 2021

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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 89%
216Images
Valid Set 9%
21Images
Test Set 2%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Hue: Between -16° and +16°
Saturation: Between -13% and +13%
Brightness: Between -15% and +15%
Exposure: Between -3% and +3%