09-03-детек Dataset

v1

2024-06-26 10:19am

Generated on Jun 26, 2024

Dataset Split

Train Set 88%
483Images
Valid Set 8%
43Images
Test Set 4%
20Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Blur: Up to 2.5px
Cutout: 3 boxes with 10% size each
animals
253 images
VIT
Elephants
665 images
Harmful
1648 images