Dataset Analytics
Generated on November 23, 2022 at 10:32 pm.
Number of Images
203
Number of Annotations
14,625
Average Image Size
3.15 mp
Median Image Ratio
1536x2048
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
4,274
4,269
1,643
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,598
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,482
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,359
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.
The purple box indicates the median width by median height image (1536x2048).
203
> 1024x1024
1536px
2048px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
199
square
2
wide
2
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
triangle (1,359)
diamond (1,643)
arrow (4,269)
pointer (4,274)
circle (1,482)
rectangle (1,598)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
triangle
diamond
arrow
pointer
circle
rectangle
-
0
-
1
-
2-54
-
55-107
-
108-160
-
161-213
-
214-266
-
267-319
-
320-372
-
373-425
-
426-478
-
479-531
85 imgs
42.5