Dataset Analytics
Generated on November 29, 2023 at 5:28 pm.
Number of Images
2,533
Number of Annotations
5,869
Average Image Size
0.25 mp
Median Image Ratio
612x408
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,994
1,430
852
684
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
484
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
425
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1760
1253
740
606
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
422
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
377
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
234
177
112
78
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
62
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
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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
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 (612x408).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
419
square
38
wide
2,056
very wide
12
> 1.5:1
extremely wide
8
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
trash (1,430)
cardboard (684)
paper (425)
plastic (1,994)
glass (484)
metal (852)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
trash
cardboard
paper
plastic
glass
metal
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
-
26-28
1338 imgs
669