Seoultech University

ConITRemind

Object Detection

ConITRemind Image Dataset

v1

2023-06-07 11:22am

Generated on Jun 7, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 82%
18Images
Valid Set 9%
2Images
Test Set 9%
2Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
worker-truck-excavator
120 images
worker-truck-excavator-w4Kr
120 images
worker-excavator-truck
1640 images