Dataset Versions
Versions
2024-04-13 12:07am
v22
· a year ago
2024-04-11 5:35pm
v21
· a year ago
2024-04-06 12:21am
v20
· a year ago
1000no_more
v19
· a year ago
2024-04-03 10:26pm
v18
· a year ago
2024-04-02 12:20am
v17
· a year ago
2024-03-29 7:14pm
v16
· a year ago
nail.screw
v15
· a year ago
sum_original
v14
· a year ago
sum_Augmentations
v13
· a year ago
2024-03-07 10:39pm
v9
· a year ago
2024-03-07 10:33pm
v8
· a year ago
2024-03-02 8:41pm
v7
· a year ago
2024-03-02 8:37pm
v6
· a year ago
210_nail-screw
v4
· a year ago
2024-02-26 1:02am
v1
· a year ago
v22
2024-04-13 12:07am
Generated on Apr 12, 2024
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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2761 Total Images
View All Images
Dataset Split
Train Set 84%
2320Images
Valid Set 9%
240Images
Test Set 7%
201Images
Preprocessing
Auto-Orient: Applied
Resize: Fit within 640x640
Augmentations
Outputs per training example: 2
Flip: Vertical
90° Rotate: Clockwise
Grayscale: Apply to 15% of images