Dataset Analytics
Generated on November 18, 2024 at 1:15 pm.
Number of Images
3,169
Number of Annotations
4,649
Average Image Size
2.07 mp
Median Image Ratio
1920x1080
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,957
1,446
495
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
441
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
310
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1740
1302
441
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
378
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
281
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
217
144
54
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
63
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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 (1920x1080).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
3,169
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (1,957)
1 (495)
2 (441)
3 (1,446)
4 (310)
all
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
1
2
3
4
all
-
0
-
1
-
2
-
3
-
4
-
5
-
6
1451 imgs
725.5