MYFood10 Dataset
Versions
2024-08-21 11:52am
v15
· a month ago
2024-08-19 5:16am
v14
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2024-08-19 5:13am
v13
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2024-08-15 3:35am
v12
· a month ago
2024-08-14 5:56am
v11
· a month ago
2024-08-14 4:38am
v10
· a month ago
2024-08-11 12:40pm
v9
· a month ago
2024-08-10 6:59am
v8
· a month ago
2024-08-10 6:15am
v7
· a month ago
2024-08-02 6:35pm
v5
· 2 months ago
2024-08-02 3:15pm
v4
· 2 months ago
2024-08-02 3:07pm
v3
· 2 months ago
2024-08-02 1:49pm
v2
· 2 months ago
v8
2024-08-10 6:59am
Generated on Aug 10, 2024
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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.
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.
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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640 Total Images
View All ImagesDataset Split
Train Set 88%
561Images
Valid Set 8%
54Images
Test Set 4%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Hue: Between -20° and +20°
Saturation: Between -30% and +30%
Exposure: Between -11% and +11%
Blur: Up to 4.5px
Noise: Up to 1.09% of pixels
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