Food packaging Image Dataset
Versions
2022-12-15 7:07pm
v21
Dec 15, 2022
2022-12-15 11:09am
v20
Dec 15, 2022
2022-12-14 3:03pm
v19
Dec 14, 2022
2022-12-14 2:52pm
v18
Dec 14, 2022
2022-11-23 6:27pm
v17
Nov 23, 2022
2022-11-23 6:22pm
v16
Nov 23, 2022
2022-11-15 4:26pm
v15
Nov 15, 2022
2022-11-13 8:55pm
v14
Nov 13, 2022
2022-11-12 11:52am
v13
Nov 12, 2022
2022-11-12 11:47am
v12
Nov 12, 2022
2022-11-12 11:21am
v11
Nov 12, 2022
2022-11-12 11:17am
v10
Nov 12, 2022
2022-11-12 11:12am
v9
Nov 12, 2022
2022-11-12 11:05am
v8
Nov 12, 2022
2022-11-09 10:02pm
v7
Nov 9, 2022
2022-11-09 9:46pm
v6
Nov 9, 2022
2022-11-08 2:48pm
v5
Nov 8, 2022
2022-11-08 2:45pm
v4
Nov 8, 2022
2022-11-07 9:03pm
v3
Nov 7, 2022
2022-11-06 11:17am
v2
Nov 6, 2022
2022-11-04 2:32pm
v1
Nov 4, 2022
v7
2022-11-09 10:02pm
Generated on Nov 9, 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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1867 Total Images
View All Images
Dataset Split
Train Set 87%
1632Images
Valid Set 9%
160Images
Test Set 4%
75Images
Preprocessing
Resize: Stretch to 640x640
Modify Classes: 10 remapped, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Shear: ±23° Horizontal, ±7° Vertical
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 3% of pixels
Mosaic: Applied
Bounding Box: Flip: Horizontal, Vertical
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