Dataset Versions
Versions
brightness-exposure-blur release 1
v14
· 8 months ago
Shear and Rotate release 1
v13
· 8 months ago
No augment release 1
v12
· 8 months ago
2024-04-11 9:35pm
v11
· 8 months ago
2024-04-08 11:30pm
v10
· 8 months ago
z-local-noaug
v9
· 9 months ago
z-localtrain-v1
v6
· 9 months ago
2024-03-19 10:42pm
v5
· 9 months ago
2024-03-18 3:33pm
v4
· 9 months ago
onion added
v3
· 9 months ago
2024-03-06 2:49pm
v1
· 10 months ago
v6
z-localtrain-v1
Generated on Mar 20, 2024
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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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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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4860 Total Images
View All Images
Dataset Split
Train Set 87%
4247Images
Valid Set 8%
409Images
Test Set 4%
204Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°