Research Projects

ChickAI_v1

Object Detection

ChickAI_v1 Image Dataset

v1

2024-06-20 10:21am

Generated on Jun 20, 2024

Popular Download Formats

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%
4047Images
Valid Set 8%
385Images
Test Set 4%
193Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 96x96

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -20% and +20%
Salmo-Cocci-healty-NCD
7714 images
CHICKEN-MANURE
1194 images
bubblefoot-scalylegmite-valgus
95 images
chicken-fecal-sample
399 images