Dataset Analytics

Generated on March 08, 2023 at 8:25 pm.

Number of Images

1,240

Number of Annotations

2,134

Average Image Size

0.04 mp

Median Image Ratio

242x180
wide

Class Balance

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

Classes

617
609
178
155
130
Under Represented
116
Under Represented
111
Under Represented
Under Represented
52
Under Represented
43
Under Represented
42
Under Represented
25
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 (242x180).

1
< 100x100
798
246
195
242px
180px

Aspect Ratio Distribution

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

tall
276
square
129
wide
829
very wide
4
> 1.5:1
extremely wide
2
> 2.5:1

Annotation Heatmap

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

all
10 MPH (111)
Vehicle (609)
35 MPH (116)
Yield (178)
Human (617)
Stop (155)
25 MPH (130)
SLOW (43)
30 MPH (52)
Wrong Way (56)
15 MPH (25)
45 MPH (42)

Histogram of Object Count by Image

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

all
10 MPH
Vehicle
35 MPH
Yield
Human
Stop
25 MPH
SLOW
30 MPH
Wrong Way
15 MPH
45 MPH
    900 imgs
    450
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

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