Boaztheostrich

cartest

Object Detection

cartest Image Dataset

v5

2023-08-21 7:15pm

Generated on Aug 22, 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.
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Dataset Split

Train Set 87%
288Images
Valid Set 8%
28Images
Test Set 4%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1280x1280

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels
people-vehicles
8579 images
vehicles-people
8151 images
people-vehicles
1953 images
person-car
1847 images
person
1757 images