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
993
328
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
319
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
214
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
149
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
75
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
72
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
53
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
44
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
34
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
27
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
25
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5490
4824
2122
1410
993
328
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
319
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
214
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
149
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
75
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
72
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
53
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
44
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
34
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
27
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
25
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
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).
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
-
0
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
504 imgs
252