Dataset Analytics
Generated on July 22, 2024 at 9:47 am.
Number of Images
1,051
Number of Annotations
2,161
Average Image Size
0.10 mp
Median Image Ratio
332x300
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,685
476
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1221
337
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
312
89
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
152
50
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 (332x300).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
24
square
713
wide
314
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
boat (1,685)
wind turbine (476)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
boat
wind turbine
-
1
-
2-22
-
23-43
-
44-64
-
65-85
-
86-106
-
107-127
-
128-148
-
149-169
-
170-190
-
191-211
888 imgs
444