Dataset Analytics
Generated on November 23, 2022 at 10:48 pm.
Number of Images
220
Number of Annotations
1,628
Average Image Size
0.55 mp
Median Image Ratio
1048x523
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
595
409
221
176
93
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
89
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
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 (1048x523).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
204
very wide
14
> 1.5:1
extremely wide
2
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Mototaxi (176)
Peaton (409)
Moto (93)
Vehiculo (595)
Pista (221)
Trailer (45)
Obstaculo (89)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Mototaxi
Peaton
Moto
Vehiculo
Pista
Trailer
Obstaculo
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
-
26-28
67 imgs
33.5