Student

Edit Project

Straw

Instance Segmentation

Straw Image Dataset

Try Pre-Trained Model
Versions
2024-03-04 11:55pm
v3
Mar 4, 2024
2024-03-04 5:54pm
v2
Mar 4, 2024
2024-03-04 5:53pm
v1
Mar 4, 2024
v3

2024-03-04 11:55pm

Generated on Mar 4, 2024
Download Dataset

16237 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 88%
14208Images
Valid Set 8%
1349Images
Test Set 4%
680Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -29% and +29%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels