Dataset Versions

Versions
2024-05-20 10:38am
v6
·
7 months ago
2024-05-20 8:09am
v5
·
7 months ago
2024-05-17 2:33pm
v4
·
7 months ago
2024-05-03 9:29am
v3
·
8 months ago
2024-04-30 3:10pm
v2
·
8 months ago
2024-04-30 1:55pm
v1
·
8 months ago
v5

2024-05-20 8:09am

Generated on May 20, 2024
Download

924 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%
804Images
Valid Set 11%
101Images
Test Set 2%
19Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Filter Null: Require at least 90% of images to contain annotations.

Augmentations

Outputs per training example: 3
Shear: ±3° Horizontal, ±3° Vertical
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 0.3% of pixels

Similar Projects

See More