Dataset Analytics
Generated on August 19, 2022 at 8:37 pm.
Number of Images
702
Number of Annotations
1,999
Average Image Size
0.41 mp
Median Image Ratio
1114x363
very wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
970
297
194
194
130
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
110
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
64
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Dimension Insights
Overview of the sizes and aspect ratios of the images in your dataset.
Size Distribution
Sizes are based on the number of pixels in your images.
The purple box indicates the median width by median height image (1114x363).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
3
wide
27
very wide
381
> 1.5:1
extremely wide
291
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
weld-bead (970)
valley (194)
porosoties (297)
PIPING (40)
wormhole (110)
LOF (194)
INCLUSION (64)
BLOW-HOLE (130)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
weld-bead
valley
porosoties
PIPING
wormhole
LOF
INCLUSION
BLOW-HOLE
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
340 imgs
170