Sebastian Nae

Edit Project

Instance

Instance Segmentation

Instance Image Dataset

Try Pre-Trained Model
Versions
2024-05-24 5:22pm
v4
·
a month ago
2024-05-23 9:08am
v3
·
a month ago
2024-05-22 11:07pm
v2
·
a month ago
2024-05-22 10:52pm
v1
·
a month ago
v1

2024-05-22 10:52pm

Generated on May 22, 2024
Download Dataset

835 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 97%
807Images
Valid Set 2%
15Images
Test Set 2%
13Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Cutout: 3 boxes with 10% size each