Ingredients Dataset
Versions
2023-11-02 12:20am
v11
· 10 months ago
2023-11-01 10:37pm
v10
· 10 months ago
2023-10-12 10:47am
v9
· a year ago
2023-09-18 1:12pm
v8
· a year ago
2023-08-22 12:48pm
v7
· a year ago
2023-07-07 11:35am
v6
· a year ago
2023-06-27 9:24am
v5
· a year ago
resized640x640_aug3x
v4
· 2 years ago
raw-images
v3
· 2 years ago
2022-09-07 1:38pm
v2
· 2 years ago
2022-08-19 1:30pm
v1
· 2 years ago
v11
2023-11-02 12:20am
Generated on Nov 2, 2023
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
Choose another format.
10731 Total Images
View All Images
Dataset Split
Train Set 87%
9378Images
Valid Set 8%
891Images
Test Set 4%
462Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x480
Augmentations
Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -12° and +12°
Shear: ±2° Horizontal, ±2° Vertical
Grayscale: Apply to 10% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -27% and +27%
Exposure: Between -20% and +20%
Blur: Up to 0.75px
Cutout: 5 boxes with 3% size each