Dataset Analytics
Generated on August 23, 2024 at 11:16 pm.
Number of Images
33
Number of Annotations
83
Average Image Size
9.01 mp
Median Image Ratio
4000x2252
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
35
22
20
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
27
18
10
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
4
4
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 (4000x2252).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
14
square
1
wide
18
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
ojos (35)
gato (22)
Montaña (6)
arbol (20)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
ojos
gato
Montaña
arbol
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
19 imgs
9.5