Samuel Manik

KindleT

Object Detection

KindleT Image Dataset

v6

2022-11-07 11:00pm

Generated on Nov 7, 2022

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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.
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Dataset Split

Train Set 87%
534Images
Valid Set 8%
49Images
Test Set 5%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 5 dropped

Augmentations

Outputs per training example: 3
Mosaic: Applied