COLAFTextes

Segmonto

Object Detection

Segmonto Image Dataset

v14

2023-11-09 8:29am

Generated on Nov 9, 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.
Other Formats
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Dataset Split

Train Set 93%
3396Images
Valid Set 6%
219Images
Test Set 1%
32Images

Preprocessing

Modify Classes: 3 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Blur: Up to 1.5px
Noise: Up to 2% of pixels