sultana almasoud

our_gp2

Object Detection

our_gp2 Image Dataset

v2

2022-01-30 6:12pm

Generated on Jan 30, 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 46%
2724Images
Valid Set 2%
113Images
Test Set 2%
114Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Rotation: Between -20° and +20°
Saturation: Between -29% and +29%
Brightness: Between -32% and +32%
Blur: Up to 0.25px