Dataset Analytics
Generated on February 02, 2024 at 11:56 am.
Number of Images
1,549
Number of Annotations
2,324
Average Image Size
1.05 mp
Median Image Ratio
1024x1024
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
2,213
111
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1807
92
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
402
19
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 (1024x1024).
1,549
1024px
1024px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
1,395
wide
154
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
syringe (2,213)
object (111)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
syringe
object
-
0
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
-
42-46
1129 imgs
564.5