Dataset Analytics
Generated on June 18, 2024 at 6:13 am.
Number of Images
905
Number of Annotations
1,902
Average Image Size
0.13 mp
Median Image Ratio
640x210
very wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
822
582
495
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
631
425
381
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
143
129
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
48
28
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.
All images are the same size, 640x210.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
very wide
905
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
33 (1)
34 (2)
all
Cluster_Porosity (495)
Porosity (822)
Tungstan (582)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
33
34
all
Cluster_Porosity
Porosity
Tungstan
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
444 imgs
222