Dataset Analytics
Generated on October 20, 2024 at 5:22 pm.
Number of Images
2,546
Number of Annotations
5,456
Average Image Size
1.17 mp
Median Image Ratio
1080x1080
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
2,619
2,556
281
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1942
1888
203
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
440
434
55
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 (1080x1080).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
1,375
wide
1,171
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Ally (281)
Head (2,556)
Enemy (2,619)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Ally
Head
Enemy
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
2006 imgs
1003