Dataset Analytics
Generated on November 08, 2023 at 1:24 pm.
Number of Images
348
Number of Annotations
5,436
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
4,547
889
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3743
658
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
804
182
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 (640x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
3
square
328
wide
17
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (4,547)
all
blueberry (889)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
all
blueberry
-
1
-
2-23
-
24-45
-
46-67
-
68-89
-
90-111
-
112-133
-
134-155
-
156-177
-
178-199
-
200-221
285 imgs
142.5