Dataset Analytics

Generated on September 24, 2024 at 7:04 pm.

Number of Images

1,055

Number of Annotations

3,145

Average Image Size

5.62 mp

Median Image Ratio

2940x1912
wide

Class Balance

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

Classes

all
train
valid
test
1,301
eat
421
382
lay
372
238
Under Represented
Under Represented
208
Under Represented
1013
eat
346
312
lay
316
165
Under Represented
Under Represented
150
Under Represented
152
eat
32
Under Represented
Under Represented
lay
21
Under Represented
48
Under Represented
136
eat
43
lay
35
25
Under Represented
Under Represented
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 (2940x1912).

1,055
> 1024x1024
2940px
1912px

Aspect Ratio Distribution

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

wide
1,055

Annotation Heatmap

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

all
drinking (208)
eat (421)
lay (372)
propping (382)
stand (1,301)
ride (238)
stand near fence (223)

Histogram of Object Count by Image

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

all
drinking
eat
lay
propping
stand
ride
stand near fence
    1037 imgs
    518.5
  • 0
  • 1
  • 2
  • 3
  • 4
Count of all objects

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