Dataset Analytics
Generated on September 28, 2024 at 2:58 pm.
Number of Images
751
Number of Annotations
1,181
Average Image Size
0.23 mp
Median Image Ratio
640x360
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
545
232
214
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Under Represented
190
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
411
160
141
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
135
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
94
46
44
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.
All images are the same size, 640x360.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
751
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
NKUST (190)
Hoop (232)
Tennis (545)
Target (214)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
NKUST
Hoop
Tennis
Target
-
0
-
1
-
2
-
3
-
4
-
5
486 imgs
243