Dataset Versions

Try Pre-Trained Model
Versions
2024-06-04 6:20pm
v7
·
7 months ago
2024-06-01 9:57pm
v6
·
7 months ago
2024-06-01 9:52pm
v5
·
7 months ago
2024-06-01 9:20pm
v4
·
7 months ago
2000-
v3
·
7 months ago
2024-05-26 5:21pm
v1
·
7 months ago
v3

2000-

Generated on May 26, 2024
Download

2480 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%
2040Images
Valid Set 10%
248Images
Test Set 8%
192Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Grayscale: Applied
Tile: 2 rows x 2 columns
Filter Null: Require at least 5% of images to contain annotations.

Augmentations

Outputs per training example: 2
Flip: Horizontal
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 0.8px
Noise: Up to 1.99% of pixels

Similar Projects

See More