IB811AaronKAO

Edit Project

Stem

Instance Segmentation

Stem Image Dataset

Try Pre-Trained Model
Versions
2024-06-25 8:00am
v5
·
7 days ago
2024-06-23 7:27am
v4
·
9 days ago
2024-06-23 4:04am
v3
·
9 days ago
2024-06-23 4:03am
v2
·
9 days ago
2024-06-23 3:58am
v1
·
9 days ago
v5

2024-06-25 8:00am

Generated on Jun 25, 2024
Download Dataset

2927 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 73%
2133Images
Valid Set 16%
482Images
Test Set 11%
312Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -30% and +30%
Exposure: Between -20% and +20%
Noise: Up to 1.5% of pixels