Jongjin Ohknife

LP

Object Detection

LP Image Dataset

v2

2023-06-23 11:06am

Generated on Jun 23, 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.
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Dataset Split

Train Set 98%
1284Images
Valid Set 2%
26Images
Test Set 0%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Brightness: Between -65% and +65%
Exposure: Between -50% and +50%
Blur: Up to 4.5px
Noise: Up to 15% of pixels
Cutout: 25 boxes with 10% size each
Bounding Box: Shear: ±0° Horizontal, ±45° Vertical