Dataset Analytics

Generated on April 18, 2024 at 7:13 am.

Number of Images

320

Number of Annotations

1,916

Average Image Size

0.92 mp

Median Image Ratio

1280x720
wide

Class Balance

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

Classes

all
train
valid
test
N1
178
N8
166
N2
158
N6
154
N3
146
N9
145
N5
144
N4
139
N7
133
N10
129
89
Under Represented
N15
76
Under Represented
N11
66
Under Represented
N12
66
Under Represented
N13
66
Under Represented
N14
61
Under Represented
N1
167
N8
157
N2
148
N6
145
N3
140
N9
136
N5
139
N4
133
N7
128
N10
125
85
Under Represented
N15
70
Under Represented
N11
62
Under Represented
N12
60
Under Represented
N13
61
Under Represented
N14
58
Under Represented
N1
11
N8
9
N2
10
N6
9
N3
6
N9
9
N5
5
N4
6
N7
5
N10
4
Under Represented
4
Under Represented
N15
6
N11
4
Under Represented
N12
6
N13
5
N14
3
Under Represented
N1
0
Missing
N8
0
Missing
N2
0
Missing
N6
0
Missing
N3
0
Missing
N9
0
Missing
N5
0
Missing
N4
0
Missing
N7
0
Missing
N10
0
Missing
0
Missing
N15
0
Missing
N11
0
Missing
N12
0
Missing
N13
0
Missing
N14
0
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 (1280x720).

182
138
> 1024x1024
1280px
720px

Aspect Ratio Distribution

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

tall
37
square
17
wide
266

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
N10 (129)
N9 (145)
N4 (139)
N8 (166)
N1 (178)
White (89)
N14 (61)
N2 (158)
N6 (154)
N3 (146)
N5 (144)
N7 (133)
N13 (66)
N12 (66)
N11 (66)
N15 (76)

Histogram of Object Count by Image

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

all
N10
N9
N4
N8
N1
White
N14
N2
N6
N3
N5
N7
N13
N12
N11
N15
    75 imgs
    37.5
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
Count of all objects

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