Dataset Versions
Versions
Raw images
v24
· a year ago
2023-03-31 10:21am
v23
· 2 years ago
2023-03-01 2:21pm
v22
· 2 years ago
YOLOv5
v21
· 2 years ago
YOLOv8
v20
· 2 years ago
raw-images_mergedBills
v13
· 2 years ago
original_raw-images
v12
· 2 years ago
improvement with bb-polygon dataset-
v10
· 2 years ago
plus noise
v8
· 3 years ago
minus 45 degree rotate
v7
· 3 years ago
More balanced classes
v6
· 3 years ago
Augmentations just around bounding boxes
v5
· 3 years ago
Polygons added
v4
· 3 years ago
V3
v3
· 3 years ago
Fit-reflect-edges
v2
· 3 years ago
Stretched-to-fit
v1
· 3 years ago
v3
V3
Generated on Mar 6, 2022
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
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1299 Total Images
View All Images
Dataset Split
Train Set 95%
1230Images
Valid Set 3%
43Images
Test Set 2%
26Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (reflect edges) in 416x416
Augmentations
Outputs per training example: 10
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%