Dataset Versions
Versions
2023-05-12 1:07pm
v22
· 2 years ago
back up 4 defects until j2
v20
· 2 years ago
2023-05-12 1:03am
v19
· 2 years ago
bach up 4 defects
v18
· 2 years ago
newest version 4 defects full annotation
v17
· 2 years ago
5 defaut full dataset annotation
v16
· 2 years ago
5 defaut untile job 2
v15
· 2 years ago
2023-05-10 1:15am
v14
· 2 years ago
2023-05-09 6:16pm
v13
· 2 years ago
4 defauts full annotated with augmentation
v12
· 2 years ago
4 defaut full annotated without augmentation
v11
· 2 years ago
2023-04-28 8:39pm
v10
· 2 years ago
4 defauts full dataset annotaion augmented-
v9
· 2 years ago
4 defauts job 2 done
v8
· 2 years ago
2023-04-17 8:10pm
v7
· 2 years ago
2023-04-03 5:56am
v4
· 2 years ago
2023-04-02 6:19pm
v3
· 2 years ago
2023-03-31 6:25pm
v2
· 2 years ago
v17
newest version 4 defects full annotation
Generated on May 11, 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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1491 Total Images
View All Images
Dataset Split
Train Set 88%
1305Images
Valid Set 9%
129Images
Test Set 4%
57Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Grayscale: Apply to 100% of images
Bounding Box: Flip: Horizontal, Vertical