Dataset Analytics
Generated on April 08, 2024 at 11:34 am.
Number of Images
2,607
Number of Annotations
3,402
Average Image Size
0.31 mp
Median Image Ratio
480x640
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
2,592
809
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1854
544
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
510
189
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
228
76
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 (480x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1,731
square
304
wide
555
very wide
14
> 1.5:1
extremely wide
2
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
alcohol-bottle (2,592)
wine-glass (809)
spirit bottle (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
alcohol-bottle
wine-glass
spirit bottle
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
-
18-19
2190 imgs
1095