Dataset Versions
v1
AkusTIK - Model Implementasi Deep Learning dengan CNN untuk Identifikasi Citra Jalan Nasional yang Tidak Layak
Generated on Jun 26, 2024
6144 Total Images
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Dataset Split
Train Set 92%
5646Images
Valid Set 8%
498Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 960x540
Augmentations
Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±5° Horizontal, ±5° Vertical
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%