Dataset Analytics
Generated on August 19, 2022 at 7:52 pm.
Number of Images
5,372
Number of Annotations
15,981
Average Image Size
0.70 mp
Median Image Ratio
1024x763
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
6,872
4,359
2,350
1,739
463
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
103
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
28
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5
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
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
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 (1024x763).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
884
square
583
wide
3,895
very wide
10
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
apple (4,359)
banana (2,350)
broccoli (1,739)
tomato (6,872)
cauliflower (463)
orange (3)
peach (5)
pear (1)
grapefruit (4)
cucumber (103)
lemon (4)
cabbage (2)
bell-pepper (13)
potato (11)
grape (3)
zucchini (21)
strawberry (28)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
apple
banana
broccoli
tomato
cauliflower
orange
peach
pear
grapefruit
cucumber
lemon
cabbage
bell-pepper
potato
grape
zucchini
strawberry
-
0
-
1
-
2-9
-
10-17
-
18-25
-
26-33
-
34-41
-
42-49
-
50-57
-
58-65
-
66-73
2557 imgs
1278.5