zhenhong

animal

Object Detection

animal Image Dataset

v2

2024-04-24 9:46am

Generated on Apr 24, 2024

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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 88%
315Images
Valid Set 8%
30Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±5° Horizontal, ±6° Vertical
Hue: Between -24° and +24°
Exposure: Between -6% and +6%
Noise: Up to 0.1% of pixels
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150 images
cat-dog-panda
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cat-dog-panda
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dogs-cats-panda
150 images