aicook Image Dataset
v4
aicook-augmented
Generated on Sep 16, 2021
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
Choose another format.
3050 Total Images
View All ImagesDataset Split
Train Set 95%
2896Images
Valid Set 3%
103Images
Test Set 2%
51Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 8
Rotation: Between -3° and +3°
Exposure: Between -20% and +20%
Blur: Up to 3px
Noise: Up to 5% of pixels
Cutout: 12 boxes with 10% size each
Similar Projects
items-in-the-fridge
516 images
food
516 images
ingredients
516 images
Ingridients
516 images
test
516 images