detection label

Edit Project

screw detection

Instance Segmentation

screw detection Image Dataset

Versions
2023-04-26 10:02am
v17
Apr 26, 2023
2022-12-25 3:29am
v16
Dec 24, 2022
2022-11-22 6:42pm
v15
Nov 22, 2022
2022-11-22 6:29pm
v14
Nov 22, 2022
2022-11-22 6:20pm
v13
Nov 22, 2022
2022-11-21 6:54pm
v12
Nov 21, 2022
2022-11-18 6:21pm
v11
Nov 18, 2022
2022-11-18 5:59pm
v10
Nov 18, 2022
2022-11-18 5:55pm
v9
Nov 18, 2022
2022-11-18 4:36pm
v8
Nov 18, 2022
2022-11-13 3:48am
v7
Nov 12, 2022
2022-11-08 4:56pm
v6
Nov 8, 2022
2022-11-08 4:53pm
v5
Nov 8, 2022
2022-11-06 8:06pm
v4
Nov 6, 2022
2022-11-05 10:42am
v3
Nov 5, 2022
2022-11-04 7:45pm
v2
Nov 4, 2022
2022-11-04 4:26pm
v1
Nov 4, 2022
v3

2022-11-05 10:42am

Generated on Nov 5, 2022
Download Dataset

1859 Total Images

View All Images
Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image Annotation VisualizationDataset Image

Dataset Split

Train Set 93%
1734Images
Valid Set 5%
92Images
Test Set 2%
33Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±5° Horizontal, ±5° Vertical
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 1% of pixels