Dataset Analytics
Generated on November 29, 2022 at 8:18 am.
Number of Images
225
Number of Annotations
4,669
Average Image Size
9.44 mp
Median Image Ratio
3072x3072
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
2,086
1,634
479
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
470
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 (3072x3072).
225
> 1024x1024
3072px
3072px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
11
square
118
wide
96
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Martensite (1,634)
Interface (2,086)
Notch (479)
Inclusion (470)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Martensite
Interface
Notch
Inclusion
-
1
-
2-13
-
14-25
-
26-37
-
38-49
-
50-61
-
62-73
-
74-85
-
86-97
-
98-109
-
110-121
85 imgs
42.5