Dataset Analytics
Generated on May 10, 2022 at 7:50 pm.
Number of Images
1,000
Number of Annotations
1,000
Average Image Size
3.94 mp
Median Image Ratio
2430x1796
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
300
200
200
100
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
100
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
100
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 (2430x1796).
1,000
> 1024x1024
2430px
1796px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
222
square
24
wide
752
very wide
1
> 1.5:1
extremely wide
1
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
10 (100)
all
03 (200)
02 (100)
04 (200)
01 (300)
05 (100)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
10
all
03
02
04
01
05
-
1
1000 imgs
500