Dataset Versions
Versions
2023-11-09 3:53pm
v16
· a year ago
2023-08-29 9:57am
v15
· a year ago
2023-07-10 9:23am
v14
· a year ago
2023-05-15 4:50pm
v13
· 2 years ago
2023-05-15 4:45pm
v12
· 2 years ago
Defect Detection Web Application
v11
· 2 years ago
2023-01-04 12:44pm
v10
· 2 years ago
2022-12-16 10:37am
v8
· 2 years ago
2022-12-07 11:33am
v5
· 2 years ago
2022-12-02 3:58pm
v4
· 2 years ago
v5
2022-12-07 11:33am
Generated on Dec 7, 2022
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.
1573 Total Images
View All Images
Dataset Split
Train Set 83%
1305Images
Valid Set 12%
181Images
Test Set 6%
87Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -13° and +13°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 1% of pixels
Mosaic: Applied