Dataset Analytics
Generated on April 07, 2024 at 5:29 am.
Number of Images
3,000
Number of Annotations
7,196
Average Image Size
2.07 mp
Median Image Ratio
1920x1080
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
4,767
1,835
228
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
185
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
181
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3832
1475
181
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
150
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
140
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
935
360
47
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
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
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, 1920x1080.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
3,000
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Regular (4,767)
Customer Bagpack (1,835)
Product-Picked (181)
Product (228)
Shoplifting (185)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Regular
Customer Bagpack
Product-Picked
Product
Shoplifting
-
0
-
1
-
2
-
3
-
4
-
5
1536 imgs
768