Dataset Versions

Try Pre-Trained Model
Versions
resized416by416_70-20-10Split
v5
·
2 years ago
original_raw-images_70-20-10Split
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
v3

augmented3x_80-20TrainTestSplit

Generated on Oct 24, 2022
Download

40469 Total Images

View All Images
Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image Dataset Image

Dataset Split

Train Set 92%
37347Images
Valid Set %
0Images
Test Set 8%
3122Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -12° and +12°
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 0.75px
Noise: Up to 1% of pixels
Cutout: 6 boxes with 3% size each

Similar Projects

See More