Carboard Box

Carboard Box

Object Detection

Carboard Box Image Dataset

v2

2023-09-03 10:04pm

Generated on Sep 4, 2023

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 87%
9087Images
Valid Set 8%
855Images
Test Set 4%
451Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Blur: Up to 3.75px
Noise: Up to 9% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down