food Image Dataset

Try Pre-Trained Model

2022-12-07 5:07pm

v31

Dec 7, 2022

v31

2022-12-07 5:07pm

Generated on Dec 7, 2022

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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.

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1145 Total Images

View All Images

Dataset Split

Train Set 88%

1002Images

Valid Set 8%

95Images

Test Set 4%

48Images

Preprocessing

Auto-Orient: Applied

Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3

Cutout: 5 boxes with 10% size each

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