owais

t

Object Detection

t Image Dataset

v3

2022-10-07 2:15pm

Generated on Oct 7, 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 93%
1815Images
Valid Set 4%
83Images
Test Set 3%
52Images

Preprocessing

Auto-Orient: Applied
Modify Classes: 0 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -18° and +18°
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Exposure: Between -25% and +25%
signs
740 images
TS
Traffic-signs
740 images
Su-sisesi
740 images
signs
740 images