Dataset Versions
Versions
v4 augmented extended
v15
· 6 months ago
v4 augmented -blur-
v14
· a year ago
v4 augmented
v13
· a year ago
original dataset v4
v12
· a year ago
v3 augmented
v11
· a year ago
original dataset v3
v8
· a year ago
v2 augmented
v7
· a year ago
original dataset v2
v6
· a year ago
original dataset v1
v5
· a year ago
v1 augmented
v3
· a year ago
2023-10-25 6:08pm
v1
· a year ago
v15
v4 augmented extended
Generated on Jun 24, 2024
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YOLOv11
TXT annotations and YAML config used with YOLOv11.
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TXT annotations and YAML config used with YOLOv8.
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TXT annotations and YAML config used with YOLOv5.
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TXT annotations and YAML config used with YOLOv7.
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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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Common XML annotation format for local data munging (pioneered by ImageNet).
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TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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1009 Total Images
View All Images
Dataset Split
Train Set 90%
909Images
Valid Set 10%
100Images
Test Set %
0Images
Preprocessing
Resize: Fit within 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°