Boaztheostrich

cartest

Object Detection

cartest Image Dataset

v12

2023-10-26 2:20pm

Generated on Oct 26, 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
Choose another format.

Dataset Split

Train Set 82%
570Images
Valid Set 12%
82Images
Test Set 6%
41Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 2048x2048

Augmentations

Outputs per training example: 2
Flip: Horizontal
Rotation: Between -15° and +15°
Exposure: Between -25% and +25%
people-vehicles
8579 images
vehicles-people
8151 images
people-vehicles
1953 images
person-car
1847 images
person
1757 images