Mewski

Blehware

Object Detection

Blehware Image Dataset

v1

2023-02-14 7:34pm

Generated on Feb 15, 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 87%
3599Images
Valid Set 6%
257Images
Test Set 6%
260Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x480
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal

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