Dataset Versions

Try Pre-Trained Model
Versions
2023-09-18 3:20pm
v3
·
a year ago
2023-09-15 11:50am
v2
·
a year ago
2023-09-14 4:05pm
v1
·
a year ago
v1

2023-09-14 4:05pm

Generated on Sep 14, 2023
Download

4437 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 83%
3681Images
Valid Set 10%
458Images
Test Set 7%
298Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Filter Null: Require at least 30% of images to contain annotations.

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -34% and +34%
Brightness: Between -31% and +31%
Blur: Up to 2.25px
Bounding Box: Rotation: Between -15° and +15°

Similar Projects

See More