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7segmentrecognition/11 (latest)
Dataset Analytics
Generated on April 07, 2023 at 8:06 pm.
Number of Images
2,492
Number of Annotations
12,946
Average Image Size
0.18 mp
Median Image Ratio
703x237
very wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
2,232
1,808
1,580
1,313
953
793
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
792
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
758
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
733
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
679
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
660
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
645
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 (703x237).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
2
square
99
wide
1,075
very wide
972
> 1.5:1
extremely wide
344
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (1,808)
1 (1,580)
2 (953)
3 (792)
4 (733)
5 (793)
6 (758)
7 (679)
8 (645)
9 (660)
all
. (2,232)
- (1,313)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
1
2
3
4
5
6
7
8
9
all
.
-
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
1159 imgs
579.5