Dataset Versions

Try Pre-Trained Model
Versions
2024-01-05 12:30pm
v1
·
a year ago
v1

2024-01-05 12:30pm

Generated on Jan 5, 2024
Download

2428 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 87%
2124Images
Valid Set 8%
204Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°

Similar Projects

See More
Object Detection Model snap
weld weld
378 images 1 model