Nails on wall Dataset
Versions
2024-07-04 4:30am
v11
· 20 hours ago
2024-07-03 8:48am
v10
· 2 days ago
2024-07-02 9:27am
v9
· 3 days ago
2024-07-02 8:37am
v8
· 3 days ago
2024-07-02 8:21am
v7
· 3 days ago
2024-06-25 8:11pm
v6
· 9 days ago
2024-06-19 1:43pm
v3
· 15 days ago
2024-06-17 8:53am
v2
· 18 days ago
2024-06-07 3:47pm
v1
· a month ago
v8
2024-07-02 8:37am
Generated on Jul 2, 2024
Popular Download Formats
YOLOv9
TXT annotations and YAML config used with YOLOv9.
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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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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1853 Total Images
View All ImagesDataset Split
Train Set 93%
1716Images
Valid Set 4%
69Images
Test Set 4%
68Images
Preprocessing
Auto-Orient: Applied
Auto-Adjust Contrast: Using Contrast Stretching
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 22% of images
Brightness: Between -19% and +19%
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