Dataset Analytics
Generated on November 12, 2024 at 11:31 am.
Number of Images
2,570
Number of Annotations
5,118
Average Image Size
0.04 mp
Median Image Ratio
200x200
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
2,302
777
665
576
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
532
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
266
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1591
548
472
404
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
395
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
173
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
434
135
113
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
111
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
57
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
277
94
61
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
36
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 (200x200).
2,570
200px
200px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
2,570
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Scratches (266)
Inclusion (777)
Pitted Surface (665)
Patches (576)
Crazing (2,302)
Rolled In Scale (532)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Scratches
Inclusion
Pitted Surface
Patches
Crazing
Rolled In Scale
-
0
-
1
-
2
-
3
-
4
-
5
-
6
-
7
-
8
-
9
1022 imgs
511