Inspection of egg cartons with artificial vision Dataset
v12
2024-01-17 6:40pm
Generated on Jan 17, 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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165 Total Images
View All Images
Dataset Split
Train Set 87%
144Images
Valid Set 7%
11Images
Test Set 6%
10Images
Preprocessing
No preprocessing steps were applied.
Augmentations
Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -8% and +8%
Blur: Up to 1.2px
Noise: Up to 0.14% of pixels
Egg
448 images
Egg
414 images
real-last
99 images
egg
1000 images
-chicken-or-duck-or-goose
121 images