Bright

Bright merge

Object Detection

Bright merge Image Dataset

v2

2022-07-01 1:51am

Generated on Jul 1, 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 87%
531Images
Valid Set 8%
50Images
Test Set 5%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
pitting-bevel-dent
248 images
Dents-Pits-Bevel-Pits
255 images
Dents-Pits-Bevel
255 images
None-Dents-Pits-Bevel
332 images
Damage-Clean
330 images