Dataset Versions
Versions
2023-03-08 3:43pm
v8
· 2 years ago
Augmented after remapping two classes
v7
· 2 years ago
Raw after remapping two classes
v6
· 2 years ago
Augmented after clone dental decay class
v5
· 2 years ago
Raw after clone dental decay class
v4
· 2 years ago
before clone Raw
v3
· 2 years ago
2023-02-27 12:29pm
v2
· 2 years ago
v5
Augmented after clone dental decay class
Generated on Mar 6, 2023
Popular Download Formats
YOLOv11
TXT annotations and YAML config used with YOLOv11.
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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2443 Total Images
View All Images
Dataset Split
Train Set 89%
2181Images
Valid Set 6%
155Images
Test Set 4%
107Images
Preprocessing
Modify Classes: 0 remapped, 2 dropped
Augmentations
Outputs per training example: 3
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°