Csaba Kola

Railway

Object Detection

Railway Image Dataset

v1

2023-08-31 9:37pm

Generated on Aug 31, 2023

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Dataset Split

Train Set 87%
108Images
Valid Set 8%
10Images
Test Set 5%
6Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Blur: Up to 2.25px
Bounding Box: Noise: Up to 5% of pixels
S5
Instruments
92 images
S7
Instruments
114 images
S1
Instruments
142 images
S6
Instruments
59 images
S2
Instruments
148 images