Dataset Analytics
Generated on January 08, 2024 at 6:22 am.
Number of Images
1,134
Number of Annotations
2,270
Average Image Size
7.99 mp
Median Image Ratio
2448x4000
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,135
569
566
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1022
518
504
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
113
51
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
62
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 (2448x4000).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1,134
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
10 (1,135)
all
left_finger (566)
right_finger (569)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
10
all
left_finger
right_finger
-
1
-
2
-
3
1132 imgs
566