grse

ver2

Object Detection

ver2 Image Dataset

v1

ver22

Generated on May 23, 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 100%
2569Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 4% of images
Hue: Between -3° and +3°
Brightness: Between -1% and +1%
Exposure: Between -2% and +2%
Blur: Up to 0.5px
defects
2531 images
defects
7270 images
avi
defects
2426 images
defects
746 images
defects
2121 images