Dataset Analytics
Generated on February 27, 2024 at 4:45 pm.
Number of Images
2,040
Number of Annotations
2,438
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
739
657
544
273
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
178
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
47
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
586
532
439
217
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
41
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
153
125
105
56
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
43
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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
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.
All images are the same size, 640x640.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
2,040
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
muzzle (273)
universe (47)
rear_view (657)
single_bovine (544)
stature (739)
front_view (178)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
muzzle
universe
rear_view
single_bovine
stature
front_view
-
0
-
1
-
2
1370 imgs
685