Dataset Analytics
Generated on May 15, 2024 at 1:05 pm.
Number of Images
3,297
Number of Annotations
26,172
Average Image Size
0.33 mp
Median Image Ratio
640x512
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
15,894
8,364
1,914
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11209
5763
1303
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2939
1563
379
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.
All images are the same size, 640x512.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
3,297
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
car (15,894)
person (8,364)
bicycle (1,914)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
car
person
bicycle
-
1
-
2-7
-
8-13
-
14-19
-
20-25
-
26-31
-
32-37
-
38-43
-
44-49
-
50-55
1480 imgs
740