Dataset Versions

Versions
80-20_troceria
v5
·
a month ago
version1
v4
·
a month ago
v4

version1

Generated on Nov 12, 2024
Download

3434 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 80%
2739Images
Valid Set 20%
695Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 20-75% Vertical Region
Resize: Stretch to 1280x800
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 1 rows x 1 columns
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Noise: Up to 2.01% of pixels

Similar Projects

See More