Dataset Versions
Versions
noflip-1024-
v9
· 5 months ago
test2-VWBias_ver2
v8
· 6 months ago
test1-no-upside_ver2
v7
· 6 months ago
test3-hyundaiBias_ver2
v6
· 6 months ago
test3-hyundaiBias
v5
· 6 months ago
test2-VWBias
v4
· 6 months ago
test1- no upside down
v3
· 6 months ago
2024-07-07 6:49am
v2
· 6 months ago
2024-06-25 8:10pm
v1
· 6 months ago
v1
2024-06-25 8:10pm
Generated on Jun 25, 2024
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Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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189 Total Images
View All ImagesDataset Split
Train Set 86%
162Images
Valid Set 10%
19Images
Test Set 4%
8Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Rotation: Between -15° and +15°