Dataset Versions

Try Pre-Trained Model
Versions
2024-01-03 11:14am
v7
·
10 months ago
2023-12-28 9:53pm
v6
·
a year ago
2023-12-27 8:15pm
v5
·
a year ago
2023-12-21 10:10am
v4
·
a year ago
2023-12-20 9:24pm
v2
·
a year ago
2023-12-19 10:22pm
v1
·
a year ago
v2

2023-12-20 9:24pm

Generated on Dec 20, 2023
Download

1081 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 84%
906Images
Valid Set 11%
124Images
Test Set 5%
51Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2px
Noise: Up to 5% of pixels
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical

Similar Projects

See More