Dataset Analytics
Generated on October 22, 2023 at 11:45 am.
Number of Images
38
Number of Annotations
1,019
Average Image Size
1.57 mp
Median Image Ratio
1536x1025
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
672
228
118
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
523
168
38
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
114
60
19
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
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 (1536x1025).
38
> 1024x1024
1536px
1025px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
38
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
MnO2 (672)
ZnO (118)
CuS (228)
MnO (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
MnO2
ZnO
CuS
MnO
-
1
-
2-10
-
11-19
-
20-28
-
29-37
-
38-46
-
47-55
-
56-64
-
65-73
-
74-82
11 imgs
5.5