Dataset Analytics
Generated on October 31, 2024 at 2:22 pm.
Number of Images
408
Number of Annotations
353
Average Image Size
0.09 mp
Median Image Ratio
300x300
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
349
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
240
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
72
1
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 (300x300).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
19
square
237
wide
152
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
dog (349)
birds (4)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
dog
birds
-
0
-
1
-
2
-
3
327 imgs
163.5