Public Workspace

Parking Vehicles

Object Detection

Parking Vehicles Image Dataset

v8

Colorful - 640x640 - dataset-fix

Generated on Feb 21, 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.
Other Formats
Choose another format.

Dataset Split

Train Set 65%
1323Images
Valid Set 17%
349Images
Test Set 17%
351Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 0.25px
Noise: Up to 1% of pixels
Cutout: 6 boxes with 4% size each
person-and-cars
3168 images
person-and-cars-DrfN
3314 images
person-and-cars
3973 images
people-and-vehicles
9506 images
cars-parking-place
212 images