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T03 Proyecto Celula Dataset ampliado

Object Detection

T03 Proyecto Celula Dataset ampliado Image Dataset

v34

Primer proyecto

Generated on Jun 11, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 93%
54Images
Valid Set 7%
4Images
Test Set %
0Images

Preprocessing

Resize: Fit (black edges) in 1664x1664

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -30% and +30%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 1.25px
Bounding Box: Noise: Up to 1% of pixels