Dataset Analytics

Generated on April 21, 2024 at 10:48 am.

Number of Images

2,124

Number of Annotations

17,827

Average Image Size

0.01 mp

Median Image Ratio

110x118
tall

Class Balance

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

Classes

all
train
valid
test
5,490
4,824
2,122
1,410
328
Under Represented
319
Under Represented
Under Represented
149
Under Represented
75
Under Represented
Under Represented
Under Represented
Under Represented
53
Under Represented
Under Represented
45
Under Represented
44
Under Represented
34
Under Represented
27
Under Represented
Under Represented
19
Under Represented
16
Under Represented
RTA
10
Under Represented
5490
2122
1410
328
Under Represented
319
Under Represented
Under Represented
149
Under Represented
75
Under Represented
Under Represented
Under Represented
Under Represented
53
Under Represented
Under Represented
45
Under Represented
44
Under Represented
34
Under Represented
27
Under Represented
Under Represented
19
Under Represented
16
Under Represented
RTA
10
Under Represented
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
0
Missing
Missing
Missing
Missing
0
Missing
Missing
0
Missing
Missing
Missing
0
Missing
Missing
0
Missing
0
Missing
RTA
0
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
0
Missing
Missing
Missing
Missing
0
Missing
Missing
0
Missing
Missing
Missing
0
Missing
Missing
0
Missing
0
Missing
RTA
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 (110x118).

886
< 100x100
1,002
236
110px
118px

Aspect Ratio Distribution

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

tall
1,239
square
129
wide
694
very wide
62
> 1.5:1

Annotation Heatmap

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

all
guide-sign (2,122)
Latin-Text (5,490)
Airport (328)
Highway-Road-Number (597)
Arabic-text (4,824)
Down-Arrow (1,410)
Left-Arrow (214)
Right-Arrow (993)
Street-Road-Number (791)
Street-Road-Number-Shj (55)
Salik (75)
Up-Arrow (149)
Height-Limit (52)
DIFC (16)
Port (27)
Shopping-Centre (63)
No-Truck (319)
Petrol (45)
Parking (44)
Metro (53)
Highway (34)
Hospital (25)
City-Center (72)
U-Turn (19)
RTA (10)

Histogram of Object Count by Image

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

all
guide-sign
Latin-Text
Airport
Highway-Road-Number
Arabic-text
Down-Arrow
Left-Arrow
Right-Arrow
Street-Road-Number
Street-Road-Number-Shj
Salik
Up-Arrow
Height-Limit
DIFC
Port
Shopping-Centre
No-Truck
Petrol
Parking
Metro
Highway
Hospital
City-Center
U-Turn
RTA
    504 imgs
    252
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

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