Dataset Analytics
Generated on March 28, 2024 at 9:18 am.
Number of Images
4,777
Number of Annotations
8,950
Average Image Size
1.00 mp
Median Image Ratio
1040x1199
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
5,996
2,954
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4150
2062
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
871
586
975
306
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 (1040x1199).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1,497
square
893
wide
2,378
very wide
8
> 1.5:1
extremely wide
1
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Indigestive (2,954)
Digestive (5,996)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Indigestive
Digestive
-
0
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
3351 imgs
1675.5