Capstone-food Image Dataset
Versions
fifth-768-
v11
· 2 years ago
fourth-800-gray
v10
· 2 years ago
third-800-gray
v9
· 2 years ago
third-416-
v8
· 2 years ago
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v7
· 2 years ago
third-ori-
v6
· 2 years ago
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v5
· 2 years ago
second-ori-
v4
· 2 years ago
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v3
· 2 years ago
first-720-
v2
· 2 years ago
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v1
· 2 years ago
v11
fifth-768-
Generated on Oct 29, 2022
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.
Other Formats
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1858 Total Images
View All Images
Dataset Split
Train Set 87%
1611Images
Valid Set 9%
159Images
Test Set 5%
88Images
Preprocessing
Resize: Fit within 768x768
Augmentations
Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -9° and +9°
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -10° and +10°
Saturation: Between -25% and +25%
Brightness: Between -30% and +30%
Blur: Up to 2px
Noise: Up to 1% of pixels
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