Dataset Analytics
Generated on May 19, 2024 at 7:17 am.
Number of Images
1,045
Number of Annotations
1,041
Average Image Size
0.07 mp
Median Image Ratio
248x294
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
299
208
196
103
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
84
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
83
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
68
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
210
146
137
72
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
59
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
58
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
48
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
59
41
39
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
30
21
20
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
7
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 (248x294).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
332
square
713
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
neutral (196)
happy (299)
disgust (83)
sad (84)
anger (68)
fear (103)
surprise (208)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
neutral
happy
disgust
sad
anger
fear
surprise
-
0
-
1
1041 imgs
520.5