Dataset Versions
Versions
v12 dataset
v12
· 3 years ago
More metal marks -high loss-
v11
· 3 years ago
With more metal marks
v10
· 3 years ago
With metal dent
v9
· 3 years ago
With metal plates x
v8
· 3 years ago
2021-11-11 11:18am
v7
· 3 years ago
2021-11-10 10:29am
v6
· 3 years ago
2021-11-10 9:19am
v4
· 3 years ago
2021-11-10 9:16am
v3
· 3 years ago
2021-11-09 2:39pm
v2
· 3 years ago
2021-11-09 1:18pm
v1
· 3 years ago
v9
With metal dent
Generated on Nov 15, 2021
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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120 Total Images
View All Images
Dataset Split
Train Set 88%
105Images
Valid Set 9%
11Images
Test Set 3%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Fit (white edges) in 416x416
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical