Dataset Analytics
Generated on August 19, 2022 at 8:01 pm.
Number of Images
275
Number of Annotations
4,808
Average Image Size
12.00 mp
Median Image Ratio
3000x4000
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
4,249
389
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
141
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
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 (3000x4000).
275
> 1024x1024
3000px
4000px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
185
wide
90
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (29)
1 (4,249)
2 (141)
3 (389)
all
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
1
2
3
all
-
1
-
2-9
-
10-17
-
18-25
-
26-33
-
34-41
-
42-49
-
50-57
-
58-65
-
66-73
-
74-81
76 imgs
38