Dataset Versions
Versions
2023-11-03 3:50pm
v20
· a year ago
2023-07-05 11:22am
v19
· a year ago
2022-11-28 11:24am
v18
· 2 years ago
2022-11-25 2:48pm
v17
· 2 years ago
2022-11-25 9:05am
v16
· 2 years ago
2022-11-24 9:26am
v15
· 2 years ago
2022-11-23 3:37pm
v14
· 2 years ago
2022-11-23 3:11pm
v13
· 2 years ago
2022-11-23 9:26am
v12
· 2 years ago
5 claases_outside edited 2022-11-22 5-42pm
v11
· 2 years ago
2022-11-22 5:34pm
v10
· 2 years ago
2022-11-22 3:02pm
v9
· 2 years ago
2022-11-16 5:31pm
v8
· 2 years ago
4classes 2022-11-16 2-24pm
v7
· 2 years ago
2022-11-16 9:07am
v6
· 2 years ago
2022-11-15 9:09am
v5
· 2 years ago
2022-11-14 10:06am
v4
· 2 years ago
2022-11-10 5:50pm
v3
· 2 years ago
new Corrosion Images added 2022-11-10 12-11pm
v2
· 2 years ago
2022-11-09 4:26pm
v1
· 2 years ago
v18
2022-11-28 11:24am
Generated on Nov 28, 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
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4750 Total Images
View All Images
Dataset Split
Train Set 92%
4392Images
Valid Set 4%
211Images
Test Set 3%
147Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 0 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -11° and +11°
Bounding Box: Blur: Up to 2.5px