Dataset Analytics
Generated on August 30, 2023 at 9:01 am.
Number of Images
2,964
Number of Annotations
6,931
Average Image Size
1.05 mp
Median Image Ratio
1024x1024
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
3,227
2,094
1,596
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2278
1453
1136
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
642
417
323
6
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 (1024x1024).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
2,644
wide
320
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
C (2,094)
Rg (1,596)
R (3,227)
Rg2 (14)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
C
Rg
R
Rg2
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
1226 imgs
613