unversity of illinois at urbanachampaign

leafscale1

Object Detection

leafscale1 Image Dataset

v2

2022-07-12 11:10am

Generated on Jul 12, 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 96%
1371Images
Valid Set 2%
31Images
Test Set 2%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 36% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°