USD Classification Dataset

Try Pre-Trained Model
Versions
2023-08-01 2:05pm
v2
·
a year ago
2023-07-15 9:53pm
v1
·
a year ago
v2

2023-08-01 2:05pm

Generated on Aug 1, 2023
Download

12861 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%
11253Images
Valid Set 8%
1072Images
Test Set 4%
536Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 13 remapped, 0 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each

Similar Projects

See More
Classification Model
money total MAIN
6.1k images 1 model