Food Detection Image Dataset
Versions
2023-11-14 7:37pm
v11
Nov 14, 2023
2023-06-19 10:33am
v10
Jun 19, 2023
2023-04-22 10:11am
v9
Apr 22, 2023
2023-04-22 1:49am
v8
Apr 21, 2023
2023-04-22 1:47am
v7
Apr 21, 2023
2023-04-22 1:42am
v6
Apr 21, 2023
2023-04-21 11:00pm
v5
Apr 21, 2023
2023-04-20 11:57pm
v4
Apr 20, 2023
2023-04-20 11:44pm
v3
Apr 20, 2023
2023-04-20 11:35pm
v2
Apr 20, 2023
2023-04-20 10:50pm
v1
Apr 20, 2023
v11
2023-11-14 7:37pm
Generated on Nov 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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1585 Total Images
View All Images
Dataset Split
Train Set 92%
1464Images
Valid Set 4%
58Images
Test Set 4%
63Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -15° and +15°
Brightness: Between -10% and +10%
Exposure: Between -7% and +7%
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