Dataset Versions
Versions
Original
v24
· 3 years ago
Corrosion-Only
v23
· 3 years ago
No-Aug
v22
· 3 years ago
Base-Hue-Noise
v21
· 3 years ago
Base-Hue-Crop
v20
· 3 years ago
Base-Hue-Crop-Noise
v19
· 3 years ago
Base-Hue-Noise-Mosaic
v18
· 3 years ago
Base-Hue-Occulusion
v17
· 3 years ago
Base-Hue-Exposure
v16
· 3 years ago
Base-Hue-No-Corrosion
v11
· 3 years ago
Base-Hue
v10
· 3 years ago
Base-Bright
v9
· 3 years ago
Base-Mosaic
v8
· 3 years ago
Base-30deg
v7
· 3 years ago
Base-45deg
v6
· 3 years ago
rotation-shear
v5
· 3 years ago
Base
v4
· 3 years ago
2021-10-13 1:33pm
v3
· 3 years ago
2021-10-10 3:14pm
v2
· 3 years ago
2021-10-10 2:52pm
v1
· 3 years ago
v18
Base-Hue-Noise-Mosaic
Generated on Nov 2, 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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5139 Total Images
View All Images
Dataset Split
Train Set 92%
4751Images
Valid Set 8%
388Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Modify Classes: 0 remapped, 62 dropped
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Noise: Up to 5% of pixels
Mosaic: Applied