Dushan Puhulwellage

raddishone

Object Detection

raddishone Image Dataset

v2

2023-12-11 8:31pm

Generated on Dec 11, 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
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
114Images
Valid Set 8%
11Images
Test Set 5%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x720

Augmentations

Outputs per training example: 3
Rotation: Between -31° and +31°
Exposure: Between -36% and +36%
Bounding Box: Noise: Up to 8% of pixels