Dataset Analytics
Generated on April 01, 2024 at 11:29 am.
Number of Images
9,945
Number of Annotations
12,678
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
3,697
2,763
2,550
1,860
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,808
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3697
2763
2550
1860
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1808
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
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.
All images are the same size, 640x640.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
9,945
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
HDPE (2,763)
PET_Bottle (3,697)
Tetrapak (1,860)
Plastic_wrapper (2,550)
Can (1,808)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
HDPE
PET_Bottle
Tetrapak
Plastic_wrapper
Can
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
-
38-41
8906 imgs
4453