Dataset Analytics

Generated on May 08, 2024 at 7:49 am.

Number of Images

1,325

Number of Annotations

1,323

Average Image Size

16.04 mp

Median Image Ratio

4624x3468
wide

Class Balance

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

Classes

all
train
valid
test
138
133
123
120
Yes
113
108
I
107
106
103
No
101
92
79
Under Represented
79
80
75
69
Yes
71
63
I
63
64
57
No
60
59
54
28
25
22
30
Yes
20
27
I
30
18
19
No
20
13
Under Represented
14
Under Represented
31
28
26
21
Yes
22
18
I
14
Under Represented
24
27
No
21
20
11
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 (4624x3468).

68
1,257
> 1024x1024
4624px
3468px

Aspect Ratio Distribution

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

tall
64
wide
1,261

Annotation Heatmap

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

all
Yes (113)
I (107)
Please (133)
Water (92)
Okay (79)
Thanks (106)
Help (103)
Home (138)
Danger (120)
Want (123)
No (101)
Hello (108)

Histogram of Object Count by Image

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

all
Yes
I
Please
Water
Okay
Thanks
Help
Home
Danger
Want
No
Hello
    1321 imgs
    660.5
  • 0
  • 1
  • 2
Count of all objects

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