GuyQMild

6400 images

Object Detection

6400 images Image Dataset

v2

80_10_10_Augnent

Generated on Mar 14, 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 89%
10240Images
Valid Set 6%
640Images
Test Set 6%
640Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
DS3
DB3
Damage
9999 images
DS4
DB4
Damage
8388 images
road-damage
9590 images