Dataset Analytics

Generated on July 03, 2023 at 3:57 pm.

Number of Images

1,271

Number of Annotations

1,684

Average Image Size

0.99 mp

Median Image Ratio

1152x800
wide

Class Balance

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

Classes

all
train
valid
test
311
204
3
201
166
152
138
22
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
215
117
3
97
89
81
79
19
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Under Represented
Missing
65
59
3
104
53
45
37
Under Represented
Missing
Missing
Missing
2
Under Represented
Under Represented
Missing
Under Represented
Under Represented
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
31
28
3
0
Missing
24
26
22
Missing
Missing
Missing
Missing
1
Under Represented
Under Represented
Missing
Under Represented
Missing
Missing
Missing
Missing
Missing
Missing
Under Represented
Under Represented
Missing
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 (1152x800).

18
< 100x100
59
325
834
35
> 1024x1024
1152px
800px

Aspect Ratio Distribution

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

tall
16
square
369
wide
886

Annotation Heatmap

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

3 (201)
all
Train (152)
Barrier (311)
CONSTRUCTION (21)
Turn right ahead (51)
Parking (138)
Intersection without priority (20)
Stop_Sign (50)
Constrution (61)
Intersection (90)
STOP (22)
Tunnel (204)
Traffic_signal (58)
Turn left ahead (50)
go right (2)
TurnLeft (69)
speed limit 30 (4)
keep right (3)
give way (2)
priority at next intersection (1)
go right or straight (2)
priority road (1)
go straight (1)
speed limit 50 (1)
go left (1)
NO ENTRY (2)

Histogram of Object Count by Image

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

3
all
Train
Barrier
CONSTRUCTION
Turn right ahead
Parking
Intersection without priority
Stop_Sign
Constrution
Intersection
STOP
Tunnel
Traffic_signal
Turn left ahead
go right
TurnLeft
speed limit 30
keep right
give way
priority at next intersection
go right or straight
priority road
go straight
speed limit 50
go left
NO ENTRY
    873 imgs
    436.5
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
Count of all objects

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