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
4
1,130
1
1,121
7
1,121
3
1,120
2
1,119
5
1,107
6
1,091
8
929
185
Under Represented
Under Represented
4
814
1
816
7
811
3
818
2
817
5
813
6
798
8
695
120
Under Represented
Under Represented
4
86
1
70
7
78
3
70
2
71
5
65
6
66
8
48
27
Under Represented
Missing
4
230
1
235
7
232
3
232
2
231
5
229
6
227
8
186
38
Under Represented
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).

4
24
277
> 1024x1024
2868px
1504px

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
    251 imgs
    125.5
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
Count of all objects

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