ATLDSD

Edit Project

plantvill

Classification

plantvill Image Dataset

Versions
2023-12-24 3:59am
v1
Dec 23, 2023
v1

2023-12-24 3:59am

Generated on Dec 23, 2023
Download Dataset

5395 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%
4980Images
Valid Set 4%
208Images
Test Set 4%
207Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -10° and +10°
Brightness: Between -10% and +10%