Dataset Analytics
Generated on May 02, 2024 at 11:19 am.
Number of Images
5,209
Number of Annotations
795
Average Image Size
0.92 mp
Median Image Ratio
1280x720
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
323
154
87
46
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
41
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
30
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
27
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
18
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
323
154
87
46
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
41
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
30
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
27
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
18
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
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
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
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
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
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
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 (1280x720).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
5,209
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
tank (154)
rszo (35)
car (323)
zrk (41)
humvee (30)
art (46)
person (87)
truck (27)
bmp (21)
sau (13)
van (18)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
tank
rszo
car
zrk
humvee
art
person
truck
bmp
sau
van
-
0
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
4725 imgs
2362.5