Dataset Analytics
Generated on March 11, 2024 at 6:55 am.
Number of Images
893
Number of Annotations
5,243
Average Image Size
0.05 mp
Median Image Ratio
275x183
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,930
779
602
519
329
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
319
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
267
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
253
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
139
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
106
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1430
486
466
393
249
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
220
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
189
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
207
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
100
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
73
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
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
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
500
293
136
126
80
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
99
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
78
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
46
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
39
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
33
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 (275x183).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
66
square
81
wide
721
very wide
24
> 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
beetle (602)
aphid (1,930)
slug (139)
weevil (253)
thrips (779)
caterpillar (267)
sowbug (519)
spidermites (319)
leafhopper (106)
mealybug (329)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
beetle
aphid
slug
weevil
thrips
caterpillar
sowbug
spidermites
leafhopper
mealybug
-
1
-
2-8
-
9-15
-
16-22
-
23-29
-
30-36
-
37-43
-
44-50
-
51-57
-
58-64
-
65-71
403 imgs
201.5