DanyBo

Edit Project

INV 1 - NTUST

Instance Segmentation

INV 1 - NTUST Image Dataset

Try Pre-Trained Model
Versions!
2024-04-13 11:05pm
v4
·
2 months ago
22249
Fast
inv-1-ntust/2
2024-04-13 4:51pm
v2
·
2 months ago
3252
Fast
COCOn-seg
v4

2024-04-13 11:05pm

Generated on Apr 13, 2024
Download Dataset

22249 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 92%
20406Images
Valid Set 5%
1052Images
Test Set 4%
791Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%