Dataset Analytics
Generated on October 17, 2024 at 5:14 am.
Number of Images
2,489
Number of Annotations
6,171
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,603
1,468
1,204
770
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
607
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
519
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1291
1173
956
614
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
485
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
405
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
312
295
248
156
122
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
114
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
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, 640x640.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
2,489
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
SAM (1,468)
Tank (1,603)
Soldier (1,204)
MO-120RT (519)
ZPU-4 (607)
BTR-80 (770)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
SAM
Tank
Soldier
MO-120RT
ZPU-4
BTR-80
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1
-
2
-
3
-
4
-
5
-
6
841 imgs
420.5