Dataset Analytics

Generated on November 18, 2024 at 1:15 pm.

Number of Images

3,169

Number of Annotations

4,649

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
0
1,957
3
1,446
1
495
Under Represented
2
441
Under Represented
4
310
Under Represented
0
1740
3
1302
1
441
Under Represented
2
378
Under Represented
4
281
Under Represented
0
217
3
144
1
54
Under Represented
2
63
Under Represented
4
29
Under Represented
0
0
Missing
3
0
Missing
1
0
Missing
2
0
Missing
4
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 (1920x1080).

183
2,986
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

wide
3,169

Annotation Heatmap

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

0 (1,957)
1 (495)
2 (441)
3 (1,446)
4 (310)
all

Histogram of Object Count by Image

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

0
1
2
3
4
all
    1451 imgs
    725.5
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

Similar Projects

See More