Dataset Analytics
Generated on February 01, 2024 at 12:15 pm.
Number of Images
280
Number of Annotations
3,765
Average Image Size
12.00 mp
Median Image Ratio
3000x3000
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
3,741
24
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2951
24
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
372
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 (3000x3000).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
159
square
4
wide
116
very wide
1
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
line (3,741)
object (24)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
line
object
-
1
-
2-11
-
12-21
-
22-31
-
32-41
-
42-51
-
52-61
-
62-71
-
72-81
-
82-91
-
92-101
138 imgs
69