Dmitry Eliseev

GateDetection 2.0

Instance Segmentation

GateDetection 2.0 Image Dataset

v2

2023-02-26 2:27pm

Generated on Feb 26, 2023

Dataset Split

Train Set 88%
96Images
Valid Set 7%
8Images
Test Set 5%
5Images

Preprocessing

Isolate Objects: Applied
Resize: Stretch to 480x480

Augmentations

Outputs per training example: 3
Grayscale: Apply to 18% of images
Exposure: Between -18% and +18%
Noise: Up to 1% of pixels
Bounding Box: Brightness: Between -10% and +10%
Bounding Box: Noise: Up to 1% of pixels
person-car-truck-bike
315 images
Cars-and-people
221 images