Vehicle Category Classification on Highway Image Dataset
v11
2023-09-09 1:29am
Generated on Sep 8, 2023
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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600 Total Images
View All Images
Dataset Split
Train Set 64%
382Images
Valid Set 22%
134Images
Test Set 14%
84Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 960x960
Augmentations
No augmentations were applied.
Vehicle
1043 images
1
976 images
-Golongan-1-
942 images
Image-of-vehicle
806 images
truck
1520 images