Fridge objects Image Dataset
Versions
2023-06-19 10:30am
v12
Jun 19, 2023
2023-06-19 10:04am
v11
Jun 19, 2023
2023-06-15 11:43pm
v10
Jun 15, 2023
2023-03-12 2-52pm-BUN
v9
Mar 12, 2023
2023-03-11 5:52pm
v8
Mar 11, 2023
2023-03-10 3:59pm
v7
Mar 10, 2023
2023-03-08 11:08pm
v6
Mar 8, 2023
2023-03-08 8:06pm
v5
Mar 8, 2023
2023-03-08 1:59pm
v4
Mar 8, 2023
2023-03-08 12:26pm
v3
Mar 8, 2023
2023-03-08 9:27am
v2
Mar 8, 2023
2023-03-07 10:08pm
v1
Mar 7, 2023
v12
2023-06-19 10:30am
Generated on Jun 19, 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.
2425 Total Images
View All Images
Dataset Split
Train Set 90%
2193Images
Valid Set 5%
125Images
Test Set 4%
107Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -30° and +30°
Cutout: 10 boxes with 23% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Shear: ±22° Horizontal, ±14° Vertical
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