Dataset Analytics
Generated on April 24, 2024 at 7:34 am.
Number of Images
360
Number of Annotations
4,860
Average Image Size
0.31 mp
Median Image Ratio
640x480
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
4,133
368
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
359
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2938
262
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
264
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
781
73
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
60
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.
All images are the same size, 640x480.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
360
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
RBC (4,133)
Platelets (359)
WBC (368)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
RBC
Platelets
WBC
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
130 imgs
65