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du mock project ds1

Object Detection

du mock project ds1 Image Dataset

v2

2024-03-27 2:11pm

Generated on Mar 27, 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 90%
1263Images
Valid Set 6%
78Images
Test Set 4%
55Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Grayscale: Apply to 25% of images
Hue: Between -40° and +40°
Brightness: Between -13% and +13%
Blur: Up to 4.5px
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Blur: Up to 2.5px