banknote-recognition Image Dataset
Versions
2023-03-27 12:42pm
v9
Mar 27, 2023
2023-03-20 3:54pm
v8
Mar 20, 2023
2023-03-20 10:04am
v7
Mar 20, 2023
2023-03-20 9:43am
v6
Mar 20, 2023
2023-03-02 9:50am
v5
Mar 2, 2023
2023-03-01 3:03pm
v4
Mar 1, 2023
2023-02-25 10:07am
v3
Feb 25, 2023
2023-02-24 6:13pm
v2
Feb 24, 2023
2023-02-24 5:37pm
v1
Feb 24, 2023
v2
2023-02-24 6:13pm
Generated on Feb 24, 2023
Popular Download Formats
YOLOv8
TXT annotations and YAML config used with YOLOv8.
YOLOv5
TXT annotations and YAML config used with YOLOv5.
YOLOv7
TXT annotations and YAML config used with YOLOv7.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
COCO JSON
COCO JSON annotations are used with EfficientDet Pytorch and Detectron 2.
YOLO Darknet
Darknet TXT annotations used with YOLO Darknet (both v3 and v4) and YOLOv3 PyTorch.
Pascal VOC XML
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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1013 Total Images
View All Images
Dataset Split
Train Set 87%
885Images
Valid Set 8%
85Images
Test Set 4%
43Images
Preprocessing
Auto-Orient: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -25° and +25°
Hue: Between -9° and +9°
Saturation: Between -48% and +48%
Brightness: Between -25% and +25%
Exposure: Between -19% and +19%
Noise: Up to 3% of pixels
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