Dataset Analytics

Generated on June 01, 2024 at 4:41 am.

Number of Images

2,789

Number of Annotations

2,987

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
747
sad
612
538
394
364
Under Represented
332
Under Represented
537
sad
434
348
294
207
Under Represented
253
Under Represented
210
sad
178
190
100
Under Represented
157
79
Under Represented
0
Missing
sad
0
Missing
0
Missing
0
Missing
Missing
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 (640x640).

33
< 100x100
188
571
1,191
806
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
1,005
square
1,484
wide
298
very wide
2
> 1.5:1

Annotation Heatmap

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

all
neutral (332)
angry (747)
sad (612)
surprised (364)
happy (394)
tired (538)

Histogram of Object Count by Image

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

all
neutral
angry
sad
surprised
happy
tired
    2596 imgs
    1298
  • 1
  • 2
  • 3
  • 4
  • 5
Count of all objects

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