Dataset Versions
Versions
2023-01-01 4:40pm
v13
· 2 years ago
2022-12-31 10:17pm
v12
· 2 years ago
2022-12-31 4:47pm
v11
· 2 years ago
2022-12-30 3:00pm
v10
· 2 years ago
2022-12-30 2:47pm
v9
· 2 years ago
2022-12-30 2:39pm
v8
· 2 years ago
2022-12-30 2:05pm
v7
· 2 years ago
2022-12-29 4:40pm
v6
· 2 years ago
2022-12-29 3:30pm
v5
· 2 years ago
non_ferrous
v4
· 2 years ago
2022-12-23 11:45am
v3
· 2 years ago
2022-12-23 11:43am
v2
· 2 years ago
2022-12-23 11:39am
v1
· 2 years ago
v4
non_ferrous
Generated on Dec 29, 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.
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1339 Total Images
View All Images
Dataset Split
Train Set 90%
1200Images
Valid Set 7%
94Images
Test Set 3%
45Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Bounding Box: Flip: Horizontal
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical