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hens

Object Detection

hens Image Dataset

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Versions
2022-09-12 10:25pm
v1
Sep 13, 2022
v1

2022-09-12 10:25pm

Generated on Sep 13, 2022
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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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1288 Total Images

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Dataset Split

Train Set 88%
1128Images
Valid Set 8%
108Images
Test Set 4%
52Images

Preprocessing

Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 29% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Cutout: 4 boxes with 27% size each