Dataset Analytics

Generated on November 05, 2024 at 10:20 pm.

Number of Images

1,881

Number of Annotations

277,732

Average Image Size

3.08 mp

Median Image Ratio

1817x1747
square

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
166,294
43,738
26,781
10,412
8,255
8,118
3,177
Under Represented
Under Represented
2,539
Under Represented
11
1,035
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
10
523
Under Represented
Under Represented
Under Represented
7
162
Under Represented
Under Represented
15
86
Under Represented
13
37
Under Represented
5
17
Under Represented
8
17
Under Represented
12
15
Under Represented
1
9
Under Represented
4
6
Under Represented
14
3
Under Represented
0
2
Under Represented
9
2
Under Represented
2
1
Under Represented
125607
32973
7944
6016
Under Represented
Under Represented
2073
Under Represented
11
0
Missing
Under Represented
Under Represented
Under Represented
Under Represented
10
0
Missing
Under Represented
Under Represented
7
0
Missing
Under Represented
15
0
Missing
13
0
Missing
5
0
Missing
8
0
Missing
12
0
Missing
1
0
Missing
4
0
Missing
14
0
Missing
0
0
Missing
9
0
Missing
2
0
Missing
10765
2468
2102
Under Represented
Under Represented
466
Under Represented
11
0
Missing
Under Represented
Under Represented
Under Represented
Under Represented
10
0
Missing
Under Represented
Under Represented
7
0
Missing
Under Represented
15
0
Missing
13
0
Missing
5
0
Missing
8
0
Missing
12
0
Missing
1
0
Missing
4
0
Missing
14
0
Missing
0
0
Missing
9
0
Missing
2
0
Missing
Missing
0
Missing
Missing
0
Missing
Missing
0
Missing
Missing
Missing
0
Missing
11
1035
Missing
Missing
Missing
Missing
10
523
Missing
Missing
7
162
Missing
15
86
13
37
Under Represented
5
17
Under Represented
8
17
Under Represented
12
15
Under Represented
1
9
Under Represented
4
6
Under Represented
14
3
Under Represented
0
2
Under Represented
9
2
Under Represented
2
1
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 (1817x1747).

16
382
1,483
> 1024x1024
1817px
1747px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

tall
725
square
362
wide
725
very wide
45
> 1.5:1
extremely wide
24
> 2.5:1

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

    Count Of Objects

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