Dataset Analytics
Generated on August 05, 2024 at 1:11 pm.
Number of Images
1,235
Number of Annotations
4,236
Average Image Size
0.66 mp
Median Image Ratio
640x1080
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
150
35
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 (640x1080).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
565
square
583
wide
87
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Pin (2,018)
Disc (2,218)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Pin
Disc
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1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
-
18-19
894 imgs
447