Chulalongkorn

Edit Project

Alpha Detection 2.0.1

Instance Segmentation

Alpha Detection 2.0.1 Image Dataset

Try Pre-Trained Model
Versions
2023-10-24 3:55pm
v2
·
8 months ago
2023-10-11 10:59pm
v1
·
9 months ago
v2

2023-10-24 3:55pm

Generated on Oct 24, 2023
Download Dataset

3840 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%
3360Images
Valid Set 8%
320Images
Test Set 4%
160Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1080
Grayscale: Applied
Tile: 4 rows x 4 columns

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 3px