battery

batte_copy

Object Detection

batte_copy Image Dataset

v2

dataset2

Generated on Jun 22, 2022

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 92%
258Images
Valid Set 6%
17Images
Test Set 2%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 208x208

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Exposure: Between -25% and +25%
Blur: Up to 7.25px
Noise: Up to 5% of pixels
Cutout: 20 boxes with 5% size each