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bib_detection-gwoxz/5 (latest)
Dataset Analytics
Generated on October 10, 2024 at 11:01 am.
Number of Images
1,052
Number of Annotations
5,091
Average Image Size
7.96 mp
Median Image Ratio
3456x2304
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
2,021
1,807
1,237
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1689
1504
1053
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
163
141
74
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
169
162
110
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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 (3456x2304).
1,052
> 1024x1024
3456px
2304px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
31
wide
1,021
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (3)
1 (14)
2 (9)
all
person (2,021)
face (1,807)
bib (1,237)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
1
2
all
person
face
bib
-
0
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
-
26-28
561 imgs
280.5