Dataset Versions
Versions
2023-03-27 2:51pm
v25
· 2 years ago
2023-02-21 1:25pm
v24
· 2 years ago
2023-02-21 12:54pm
v23
· 2 years ago
Start_Kal_Yolov8
v22
· 2 years ago
End_Kal_Yolov8s_200Ep
v21
· 2 years ago
End_Kal_Yolov8s_100Ep
v19
· 2 years ago
Roboflow AutoML
v16
· 2 years ago
NoAngle_KalYolov8m_100Ep
v14
· 2 years ago
NoAngle_KalYolov8s_100Epochs
v13
· 2 years ago
NoAngle_Roboflow AutoML with Augmentations
v12
· 2 years ago
NoAngle_Roboflow AutoML No Augmentations
v10
· 2 years ago
v19
End_Kal_Yolov8s_100Ep
Generated on Feb 17, 2023
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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718 Total Images
View All Images
Dataset Split
Train Set 90%
644Images
Valid Set 6%
43Images
Test Set 4%
31Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -4° and +4°
Saturation: Between -8% and +8%
Brightness: Between -21% and +21%
Exposure: Between -16% and +16%
Blur: Up to 1.5px
Noise: Up to 1% of pixels