Dataset Analytics
Generated on May 10, 2022 at 7:56 pm.
Number of Images
110
Number of Annotations
120
Average Image Size
0.17 mp
Median Image Ratio
416x416
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
27
24
19
12
12
10
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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 (416x416).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
20
square
83
wide
7
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
boi (12)
gambá (12)
porco (27)
girafa (6)
cachorro (6)
foca (10)
ovelha (24)
elefante (3)
leopardo (19)
urso (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
boi
gambá
porco
girafa
cachorro
foca
ovelha
elefante
leopardo
urso
-
1
-
2
-
3
-
4
103 imgs
51.5