Dataset Analytics
Generated on May 14, 2024 at 3:30 pm.
Number of Images
2,986
Number of Annotations
48,609
Average Image Size
0.31 mp
Median Image Ratio
640x480
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
48,608
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
38349
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5496
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 (640x480).
2,986
640px
480px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
2,986
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
person (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
person
-
0
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
-
42-46
500 imgs
250