Dataset Versions
Versions
2023-04-23 4:06pm
v23
· 2 years ago
2023-04-20 8:14pm
v22
· 2 years ago
AutoAugmented
v21
· 2 years ago
2023-04-19 1:58pm
v19
· 2 years ago
2023-04-18 11:00pm
v18
· 2 years ago
2023-04-18 10:58pm
v17
· 2 years ago
2023-04-17 6:27am
v16
· 2 years ago
InitialColabTrainingYOLO
v15
· 2 years ago
ID-TPG1-SL
v14
· 2 years ago
ForDataAugExperiment
v13
· 2 years ago
DefectsOnly
v12
· 2 years ago
FissuringOnly
v11
· 2 years ago
ColorOnly
v10
· 2 years ago
2023-04-08 3:49pm
v9
· 2 years ago
2023-04-08 1:36pm
v8
· 2 years ago
2023-04-07 9:48pm
v7
· 2 years ago
2023-04-07 8:52pm
v6
· 2 years ago
2023-04-07 1:26pm
v5
· 2 years ago
2023-04-03 8:07am
v2
· 2 years ago
2023-03-16 3:34pm
v1
· 2 years ago
v12
DefectsOnly
Generated on Apr 8, 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.
Other Formats
Choose another format.
370 Total Images
View All Images
Dataset Split
Train Set 97%
360Images
Valid Set 3%
10Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Modify Classes: 16 remapped, 16 dropped
Filter Null: Do not filter any null images.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Brightness: Between -14% and +14%
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Brightness: Between -15% and +15%