Wasd Q

grun2

Object Detection

grun2 Image Dataset

v2

2024-01-24 9:51pm

Generated on Jan 25, 2024

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 88%
105Images
Valid Set 8%
9Images
Test Set 5%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1200x700

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -14° and +14°
Grayscale: Apply to 15% of images
Blur: Up to 2.5px
Noise: Up to 1.68% of pixels