Dataset Versions
Versions
autocontrast-90rotate
v16
· 3 years ago
auto-contrast-brightness
v15
· 3 years ago
tiles-1x2
v14
· 3 years ago
autocontrast-blur
v13
· 3 years ago
autocontrast-noise
v12
· 3 years ago
tiles-2x2-7k
v10
· 3 years ago
2022-04-07 8:32am
v9
· 3 years ago
tiles-2x2
v8
· 3 years ago
tiled-3x3
v6
· 3 years ago
auto-orient
v5
· 3 years ago
auto-contrast
v4
· 3 years ago
grayscale
v3
· 3 years ago
aaa
v1
· 3 years ago
v14
tiles-1x2
Generated on Apr 12, 2022
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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.
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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Common XML annotation format for local data munging (pioneered by ImageNet).
TFRecord
TFRecord binary format used for both Tensorflow 1.5 and Tensorflow 2.0 Object Detection models.
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6708 Total Images
View All Images
Dataset Split
Train Set 82%
5518Images
Valid Set 12%
794Images
Test Set 6%
396Images
Preprocessing
Resize: Stretch to 640x640
Tile: 1 rows x 2 columns
Augmentations
Outputs per training example: 2
Bounding Box: Blur: Up to 5px