Cash Counter Image Dataset
Versions
YOLOv8s
v11
Jan 26, 2023
YOLOv8n
v10
Jan 26, 2023
activeLearning-TrainV2-FAST
v9
Sep 11, 2022
updated_raw-images
v8
Sep 11, 2022
activeLearning-TrainV1-FAST
v6
Jul 19, 2022
raw-images_added100DollarBills
v5
Jul 11, 2022
added100dollarBills-TrainV1-FAST
v4
Jul 11, 2022
LabelAssistChkPt-ACCURATE-Model
v3
Jul 5, 2022
LabelAssistChkPt-FAST-Model
v2
Jul 5, 2022
original_raw-images
v1
Jul 5, 2022
v11
YOLOv8s
Generated on Jan 26, 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
Choose another format.
3053 Total Images
View All Images
Dataset Split
Train Set 88%
2673Images
Valid Set 8%
249Images
Test Set 4%
131Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -10° and +10°
Grayscale: Apply to 10% of images
Hue: Between -15° and +15°
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Exposure: Between -15% and +15%
Blur: Up to 1px
Cutout: 5 boxes with 3% size each
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