Dollar Bill Detection Image Dataset
Versions
Raw images
v24
Aug 3, 2023
2023-03-31 10:21am
v23
Mar 31, 2023
2023-03-01 2:21pm
v22
Mar 1, 2023
YOLOv5
v21
Jan 31, 2023
YOLOv8
v20
Jan 27, 2023
raw-images_mergedBills
v13
Jul 5, 2022
original_raw-images
v12
Jul 5, 2022
improvement with bb-polygon dataset-
v10
Jun 3, 2022
plus noise
v8
Apr 14, 2022
minus 45 degree rotate
v7
Mar 31, 2022
More balanced classes
v6
Mar 30, 2022
Augmentations just around bounding boxes
v5
Mar 29, 2022
Polygons added
v4
Mar 29, 2022
V3
v3
Mar 6, 2022
Fit-reflect-edges
v2
Feb 24, 2022
Stretched-to-fit
v1
Feb 24, 2022
v5
Augmentations just around bounding boxes
Generated on Mar 29, 2022
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.
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1873 Total Images
View All Images
Dataset Split
Train Set 95%
1780Images
Valid Set 3%
59Images
Test Set 2%
34Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 10
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -15% and +15%
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