Dataset Analytics
Generated on November 22, 2023 at 1:32 pm.
Number of Images
915
Number of Annotations
4,850
Average Image Size
0.66 mp
Median Image Ratio
1000x680
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
3,779
1,071
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3004
866
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
278
49
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 (1000x680).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
81
square
37
wide
795
very wide
2
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
mask (3,779)
no_mask (1,071)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
mask
no_mask
-
1
-
2-13
-
14-25
-
26-37
-
38-49
-
50-61
-
62-73
-
74-85
-
86-97
-
98-109
-
110-121
652 imgs
326