Dataset Analytics

Generated on April 26, 2024 at 11:05 am.

Number of Annotations

190

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
5
Under Represented
Under Represented
Under Represented
4
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
3
Under Represented
Under Represented
Under Represented
3
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
2
Under Represented
1
Under Represented
Missing
Missing
Under Represented
Missing
Under Represented
0
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
0
Missing
Missing
0
Missing
Missing
Missing
0
Missing
Missing
Missing
Missing
Missing
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 (1920x1080).

6
91
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

wide
97

Annotation Heatmap

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

all
speed-limit-30 (14)
go-straight (14)
priority-road (8)
PEDESTRIAN-CROSSING (38)
keep-right (10)
give-way (28)
roundabout (3)
go-right-or-straight (3)
CYCLES-CROSSING (6)
restriction-ends--overtaking- (6)
speed-limit-70 (5)
uneven-road (3)
go-right (18)
SCHOOL-CROSSING (4)
bend (5)
speed-limit-60 (2)
no-overtaking (4)
go-left (2)
road-narrows (4)
NO-ENTRY (2)
STOP (4)
DANGER (2)
slippery-road (2)
priority-at-next-intersection (1)
speed-limit-50 (1)
go-left-or-straight (1)

Histogram of Object Count by Image

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

all
speed-limit-30
go-straight
priority-road
PEDESTRIAN-CROSSING
keep-right
give-way
roundabout
go-right-or-straight
CYCLES-CROSSING
restriction-ends--overtaking-
speed-limit-70
uneven-road
go-right
SCHOOL-CROSSING
bend
speed-limit-60
no-overtaking
go-left
road-narrows
NO-ENTRY
STOP
DANGER
slippery-road
priority-at-next-intersection
speed-limit-50
go-left-or-straight
    42 imgs
    21
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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