Dataset Analytics
Generated on December 14, 2022 at 8:48 am.
Number of Images
431
Number of Annotations
777
Average Image Size
0.31 mp
Median Image Ratio
640x480
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
544
91
61
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
46
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
31
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
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 (640x480).
431
640px
480px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
86
wide
345
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Butt (544)
Cap (61)
Cup (46)
Wrapper (91)
Bottle (31)
Pipe (2)
Box (2)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Butt
Cap
Cup
Wrapper
Bottle
Pipe
Box
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
315 imgs
157.5