Dataset Versions
Versions
augmented10x_70-20-10Split
v8
· 2 years ago
augmented3x_70-20-10Split
v7
· 2 years ago
resized416by416_70-20-10Split
v6
· 2 years ago
original_raw-images_70-20-10Split
v5
· 2 years ago
augmented10x_80-20TrainTestSplit
v4
· 2 years ago
augmented3x_80-20TrainTestSplit
v3
· 2 years ago
resized416by416_80-20TrainTestSplit
v2
· 2 years ago
original_raw-images_80-20TrainTestSplit
v1
· 2 years ago
v7
augmented3x_70-20-10Split
Generated on Oct 23, 2022
603 Total Images
View All Images
Dataset Split
Train Set 88%
528Images
Valid Set 8%
50Images
Test Set 4%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Grayscale: Apply to 10% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 1% of pixels
Cutout: 6 boxes with 3% size each