Misclassified Egg Size Detection Image Dataset
v2
2024-03-04 9:16am
Generated on Mar 4, 2024
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YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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4909 Total Images
View All Images
Dataset Split
Train Set 88%
4296Images
Valid Set 8%
409Images
Test Set 4%
204Images
Preprocessing
Auto-Orient: Applied
Resize: Fill (with center crop) in 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
egg-mCkU
2045 images
egg-tY6A
2045 images
Egg
76 images
EGGS
271 images
EGGS-gsCO
271 images