Long Nguyen

Edit Project

bar

Instance Segmentation

bar Image Dataset

Try Pre-Trained Model
Versions
2024-06-12 8:57am
v2
·
18 days ago
2024-06-12 8:50am
v1
·
18 days ago
v2

2024-06-12 8:57am

Generated on Jun 12, 2024
Download Dataset

356 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 90%
321Images
Valid Set 6%
22Images
Test Set 4%
13Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 27% Maximum Zoom
Hue: Between -42° and +42°
Noise: Up to 2% of pixels
Cutout: 4 boxes with 14% size each