Office Items Image Dataset
Versions
2023-06-14 10:08pm
v26
Jun 14, 2023
2023-06-07 10:36am
v25
Jun 7, 2023
2023-06-07 10:29am
v24
Jun 7, 2023
2023-06-07 10:03am
v23
Jun 7, 2023
2023-06-07 9:55am
v22
Jun 7, 2023
2023-05-10 9:40pm
v21
May 10, 2023
2023-05-09 4:22pm
v20
May 9, 2023
2023-04-27 12:38pm
v18
Apr 27, 2023
2023-04-27 12:38pm
v13
Apr 27, 2023
2023-04-27 12:38pm
v12
Apr 27, 2023
2023-04-27 12:38pm
v11
Apr 27, 2023
2023-04-27 12:38pm
v10
Apr 27, 2023
2023-04-27 12:38pm
v8
Apr 27, 2023
2023-04-27 12:38pm
v7
Apr 27, 2023
2023-04-27 12:36pm
v3
Apr 27, 2023
v26
2023-06-14 10:08pm
Generated on Jun 14, 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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7914 Total Images
View All Images
Dataset Split
Train Set 88%
6975Images
Valid Set 8%
612Images
Test Set 4%
324Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (black edges) in 640x640
Modify Classes: 8 remapped, 4 dropped
Augmentations
Outputs per training example: 3
Shear: ±20° Horizontal, ±20° Vertical
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±20° Horizontal, ±20° Vertical
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