Dataset Versions

Versions
2023-11-23 12:26am
v8
·
a year ago
2023-11-19 7:07pm
v7
·
a year ago
2023-11-19 7:01pm
v6
·
a year ago
2023-10-28 6:54pm
v5
·
a year ago
2023-10-22 3:13am
v4
·
a year ago
2023-09-17 11:19pm
v3
·
a year ago
2023-09-17 11:10pm
v2
·
a year ago
2023-09-17 11:08pm
v1
·
a year ago
v8

2023-11-23 12:26am

Generated on Nov 22, 2023
Download

3926 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 82%
3222Images
Valid Set 9%
353Images
Test Set 9%
351Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 3 dropped

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -30% and +30%
Brightness: Between -20% and +20%
Exposure: Between -20% and +20%
Blur: Up to 3px
Noise: Up to 10% of pixels

Similar Projects

See More