GihanSoilClasification

Edit Project

Soil Classification Project

Classification

Soil Classification Project Image Dataset

Try Pre-Trained Model
Versions
2024-06-23 11:17am
v5
·
9 days ago
2024-06-23 8:23am
v4
·
9 days ago
2024-06-23 6:55am
v3
·
9 days ago
2024-06-23 5:12am
v2
·
9 days ago
2024-06-23 4:48am
v1
·
9 days ago
v4

2024-06-23 8:23am

Generated on Jun 23, 2024
Download Dataset

6600 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 82%
5400Images
Valid Set 9%
600Images
Test Set 9%
600Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 150x150
Tile: 2 rows x 2 columns
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
Exposure: Between -10% and +10%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels