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
v9
2024-07-02 9:27am
Generated on Jul 2, 2024
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.
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7412 Total Images
View All Images
Dataset Split
Train Set 93%
6864Images
Valid Set 4%
276Images
Test Set 4%
272Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 200x200
Auto-Adjust Contrast: Using Contrast Stretching
Tile: 2 rows x 2 columns
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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