Inventory of Steel rods Image Dataset
Versions
2023-12-21 12:06pm
v20
Dec 21, 2023
2023-06-14 11:38pm
v19
Jun 14, 2023
2023-06-06 4:41pm
v18
Jun 6, 2023
2023-06-05 6:39pm
v17
Jun 5, 2023
2023-06-03 5:12pm
v15
Jun 3, 2023
2023-06-03 3:55pm
v14
Jun 3, 2023
2023-06-03 3:47pm
v13
Jun 3, 2023
2023-06-03 3:40pm
v12
Jun 3, 2023
2023-06-03 2:41pm
v11
Jun 3, 2023
2023-06-03 2:15pm
v10
Jun 3, 2023
2023-06-03 11:37am
v9
Jun 3, 2023
2023-06-03 7:08am
v7
Jun 3, 2023
2023-06-03 12:11am
v6
Jun 2, 2023
2023-06-02 10:53pm
v5
Jun 2, 2023
2023-06-02 7:30pm
v4
Jun 2, 2023
2023-06-02 7:00pm
v3
Jun 2, 2023
v20
2023-12-21 12:06pm
Generated on Dec 21, 2023
Popular Download Formats
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.
2183 Total Images
View All Images
Dataset Split
Train Set 88%
1911Images
Valid Set 8%
183Images
Test Set 4%
89Images
Preprocessing
Static Crop: 1-100% Horizontal Region, 1-100% Vertical Region
Resize: Stretch to 416x416
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Shear: ±25° Horizontal, ±25° Vertical
Grayscale: Apply to 50% of images
Brightness: Between -50% and +50%
Blur: Up to 6.25px
Noise: Up to 10% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between 0% and +36%
Bounding Box: Blur: Up to 4.5px
Bounding Box: Noise: Up to 10% of pixels
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