Invoice Detection Image Dataset
Versions
2022-06-09 2:53pm
v28
Jun 9, 2022
2022-05-10 2:07pm
v27
May 10, 2022
2022-05-07 10:25pm
v26
May 7, 2022
2022-04-10 12:37pm
v25
Apr 10, 2022
2022-04-10 12:33pm
v24
Apr 10, 2022
2022-04-10 12:28pm
v23
Apr 10, 2022
2022-04-10 12:25pm
v22
Apr 10, 2022
2022-04-09 7:10pm
v21
Apr 9, 2022
2022-04-09 6:51pm
v20
Apr 9, 2022
2022-04-09 1:26pm
v19
Apr 9, 2022
2022-04-09 1:16pm
v18
Apr 9, 2022
full
v16
Mar 14, 2022
2022-02-03 -Philipp-
v15
Feb 3, 2022
2022-02-03 -Stefffafaaananaqn-
v14
Feb 3, 2022
2022-02-02 -Sascha-
v13
Feb 2, 2022
2022-01-19 10:55pm
v12
Jan 19, 2022
2022-01-16 10:50am
v11
Jan 16, 2022
2022-01-13 2:14pm
v10
Jan 13, 2022
2022-01-12 7:14pm
v9
Jan 12, 2022
2021-12-20 6:37pm
v8
Dec 20, 2021
2021-12-20 6:33pm
v7
Dec 20, 2021
2021-12-10 2:24pm
v6
Dec 10, 2021
2021-12-07 5:46pm
v2
Dec 7, 2021
v25
2022-04-10 12:37pm
Generated on Apr 10, 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.
Other Formats
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1814 Total Images
View All Images
Dataset Split
Train Set 87%
1584Images
Valid Set 8%
151Images
Test Set 4%
79Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x800
Modify Classes: 9 remapped, 0 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -27% and +27%
Brightness: Between -23% and +23%
Exposure: Between -10% and +10%
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