Research Projects

ChickAI_v1

Object Detection

ChickAI_v1 Image Dataset

v9

2024-06-23 7:48am

Generated on Jun 23, 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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 88%
6027Images
Valid Set 8%
573Images
Test Set 4%
287Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 160x160

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -20% and +20%
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CHICKEN-MANURE
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bubblefoot-scalylegmite-valgus
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chicken-fecal-sample
399 images