Inventory of Steel rods Image Dataset
Versions
2023-12-21 12:06pm
v20
· 6 months ago
2023-06-14 11:38pm
v19
· a year ago
2023-06-06 4:41pm
v18
· a year ago
2023-06-05 6:39pm
v17
· a year ago
2023-06-03 5:12pm
v15
· a year ago
2023-06-03 3:55pm
v14
· a year ago
2023-06-03 3:47pm
v13
· a year ago
2023-06-03 3:40pm
v12
· a year ago
2023-06-03 2:41pm
v11
· a year ago
2023-06-03 2:15pm
v10
· a year ago
2023-06-03 11:37am
v9
· a year ago
2023-06-03 7:08am
v7
· a year ago
2023-06-03 12:11am
v6
· a year ago
2023-06-02 10:53pm
v5
· a year ago
2023-06-02 7:30pm
v4
· a year ago
2023-06-02 7:00pm
v3
· a year ago
v5
2023-06-02 10:53pm
Generated on Jun 2, 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.
2215 Total Images
View All Images
Dataset Split
Train Set 88%
1959Images
Valid Set 8%
167Images
Test Set 4%
89Images
Preprocessing
Resize: Stretch to 640x640
Grayscale: Applied
Modify Classes: 0 remapped, 6 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 15% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 1.5px
Noise: Up to 5% of pixels
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Crop: 0% Minimum Zoom, 15% Maximum Zoom
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 1px
Bounding Box: Noise: Up to 5% of pixels
Similar Projects
steel-rods
793 images
Steel-Rods
2327 images
8mm-steel-rods
2495 images
arm
292 images
Rebars
250 images