Jann Wawerek

H4BL

Object Detection

H4BL Image Dataset

v2

2021-08-19 9:30pm

Generated on Aug 19, 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.
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Dataset Split

Train Set 96%
2577Images
Valid Set %
0Images
Test Set 4%
110Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -12° and +12°
Saturation: Between -32% and +32%
Brightness: Between -25% and +25%
Blur: Up to 1.5px