Dataset Analytics

Generated on August 30, 2023 at 1:19 am.

Average Image Size

9.14 mp

Median Image Ratio

3024x3024
square

Class Balance

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

Classes

all
train
valid
test
2,298
1,736
1,310
1,282
1,007
Under Represented
386
Under Represented
214
Under Represented
177
Under Represented
137
Under Represented
84
Under Represented
3
Under Represented
1810
1375
977
1023
800
Under Represented
280
Under Represented
188
Under Represented
117
Under Represented
105
Under Represented
60
Under Represented
3
Under Represented
321
229
233
131
Under Represented
77
Under Represented
16
Under Represented
44
Under Represented
25
Under Represented
12
Under Represented
0
Missing
167
132
100
Under Represented
29
Under Represented
10
Under Represented
16
Under Represented
7
Under Represented
12
Under Represented
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 (3024x3024).

328
609
> 1024x1024
3024px
3024px

Aspect Ratio Distribution

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

square
933
wide
4

Annotation Heatmap

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

all
ceiling boards (396)
concrete (1,007)
latex painting (1,321)
background (1,282)
glass (2,298)
timber (1,310)
metal (1,736)
ceramic (214)
tiles (386)
brick (84)
plaster (177)
carpet (137)
other (3)

Similar Projects

See More