Buddha

Detection Buddha

Object Detection

Detection Buddha Image Dataset

v6

DNN

Generated on Feb 22, 2023

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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
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Dataset Split

Train Set 89%
1020Images
Valid Set 10%
117Images
Test Set 0%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 416x416
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 0.75px
Noise: Up to 5% of pixels