Dataset Analytics
Generated on October 24, 2023 at 2:44 pm.
Number of Images
1,000
Number of Annotations
6,157
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
4,222
809
489
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
339
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
228
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4222
809
489
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
339
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
228
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
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
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
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
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
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
1,000
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
car (4,222)
traffic light (809)
truck (228)
person (339)
traffic sign (489)
bus (70)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
car
traffic light
truck
person
traffic sign
bus
-
0
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
334 imgs
167