farzeen

Edit Project

vehicles

Object Detection

vehicles Image Dataset

Try Pre-Trained Model
Versions
2022-06-28 4:33am
v2
Jun 28, 2022
2022-06-28 3:38am
v1
Jun 28, 2022
v2

2022-06-28 4:33am

Generated on Jun 28, 2022
Download Dataset

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.

966 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 87%
843Images
Valid Set 8%
79Images
Test Set 5%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
Hue: Between -154° and +154°
Saturation: Between -71% and +71%
Brightness: Between -43% and +43%
Exposure: Between -64% and +64%
Blur: Up to 4.25px
Noise: Up to 7% of pixels