Dataset Versions

v5

Zebra Fish Roboflow

Generated on Aug 17, 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.
CreateML JSON
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Dataset Split

Train Set 87%
216Images
Valid Set 8%
19Images
Test Set 5%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±4° Horizontal, ±4° Vertical
Brightness: Between -18% and +18%
Exposure: Between -18% and +18%
Blur: Up to 1px
Noise: Up to 1% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Shear: ±8° Horizontal, ±8° Vertical
Bounding Box: Blur: Up to 0.5px

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