nutsnbolts2 Image Dataset
Versions
2024-04-08 10:21pm
v19
Apr 8, 2024
2024-04-08 8:11pm
v18
Apr 8, 2024
2024-04-06 4:35pm
v17
Apr 6, 2024
2024-04-06 12:24pm
v16
Apr 6, 2024
2023-11-24 4:58pm
v15
Nov 24, 2023
2023-05-26 11:44am
v14
May 26, 2023
2023-04-01 2:40pm
v13
Apr 1, 2023
2022-06-02 5:08pm
v12
Jun 2, 2022
2022-04-09 9:43am
v11
Apr 9, 2022
2022-04-03 7:42pm
v10
Apr 3, 2022
2022-04-03 10:42am
v9
Apr 3, 2022
2022-04-02 4:38pm
v8
Apr 2, 2022
2022-03-30 9:18pm
v7
Mar 30, 2022
2022-03-30 7:40pm
v6
Mar 30, 2022
2022-03-30 6:55pm
v5
Mar 30, 2022
2022-03-30 4:07pm
v4
Mar 30, 2022
2022-03-30 2:37pm
v3
Mar 30, 2022
2022-03-18 10:26pm
v2
Mar 18, 2022
v15
2023-11-24 4:58pm
Generated on Nov 24, 2023
Popular Download Formats
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.
MT-YOLOv6
MT-YOLOv6 TXT annotations used with meituan/YOLOv6.
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.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
Other Formats
Choose another format.
485 Total Images
View All Images
Dataset Split
Train Set 87%
423Images
Valid Set 7%
36Images
Test Set 5%
26Images
Preprocessing
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -10° and +10°
Hue: Between -25° and +25°
Noise: Up to 10% of pixels
Bounding Box: Noise: Up to 1% of pixels
Similar Projects
screw-nut-round
2588 images
screw
476 images
Objects
3020 images
Mechanical-parts-56Iv
3184 images
nail
1601 images