Dataset Analytics
Generated on March 05, 2024 at 1:20 am.
Number of Images
172
Number of Annotations
8,769
Average Image Size
2.93 mp
Median Image Ratio
1718x1708
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
3,734
2,365
1,709
961
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2790
1606
1098
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
644
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
634
512
422
223
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 (1718x1708).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
169
wide
3
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
type2 (1,709)
none (3,734)
type1 (961)
type3 (2,365)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
type2
none
type1
type3
-
1
-
2-17
-
18-33
-
34-49
-
50-65
-
66-81
-
82-97
-
98-113
-
114-129
-
130-145
-
146-161
81 imgs
40.5