Dataset Analytics
Generated on April 16, 2024 at 10:14 am.
Number of Images
648
Number of Annotations
646
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
244
214
74
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
214
189
65
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
19
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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, 640x640.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
648
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Anish Malik (214)
undefined (244)
Asif Malik (74)
Signature dataset - v4 2024-04-12 5:18pm (72)
Signature dataset - v12 2024-04-15 1:39pm (42)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Anish Malik
undefined
Asif Malik
Signature dataset - v4 2024-04-12 5:18pm
Signature dataset - v12 2024-04-15 1:39pm
-
0
-
1
646 imgs
323