Dataset Analytics
Generated on July 10, 2024 at 12:36 am.
Number of Images
46
Number of Annotations
292
Average Image Size
2.59 mp
Median Image Ratio
1080x2400
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
57
30
21
18
16
15
14
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
10
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
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
33
16
11
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9
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
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
24
6
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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
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
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
2
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
4
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
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
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.
All images are the same size, 1080x2400.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
46
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Barbarian-Barrel (7)
Barbarians (10)
Cannon (4)
Ram-Rider (6)
King-Tower (30)
Knight (21)
Cannon-Cart (14)
Tower-Princess (39)
Firecracker (16)
Mega-Minion (9)
P.E.K.K.A (18)
Bats (57)
Dagger-Duchess (12)
Hog-Rider (15)
Valkyrie (11)
Electro-Wizard (23)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Barbarian-Barrel
Barbarians
Cannon
Ram-Rider
King-Tower
Knight
Cannon-Cart
Tower-Princess
Firecracker
Mega-Minion
P.E.K.K.A
Bats
Dagger-Duchess
Hog-Rider
Valkyrie
Electro-Wizard
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
17 imgs
8.5