Dataset Analytics
Generated on June 15, 2024 at 9:17 am.
Number of Images
305
Number of Annotations
8,928
Average Image Size
4.00 mp
Median Image Ratio
2868x1504
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,130
1,121
1,121
1,120
1,119
1,107
1,091
929
185
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
814
816
811
818
817
813
798
695
120
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
86
70
78
70
71
65
66
48
27
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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 (2868x1504).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
305
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
1 (1,121)
2 (1,119)
3 (1,120)
4 (1,130)
5 (1,107)
6 (1,091)
7 (1,121)
8 (929)
all
missing (185)
not erupted (5)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
1
2
3
4
5
6
7
8
all
missing
not erupted
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
251 imgs
125.5