Dataset Analytics
Generated on April 17, 2024 at 11:42 am.
Number of Images
1,259
Number of Annotations
2,737
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,785
952
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1610
901
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
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 (640x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
106
square
751
wide
390
very wide
12
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
scratch (1,785)
dent (952)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
scratch
dent
-
1
-
2-10
-
11-19
-
20-28
-
29-37
-
38-46
-
47-55
-
56-64
-
65-73
-
74-82
-
83-91
761 imgs
380.5