Dataset Analytics
Generated on January 02, 2024 at 1:55 pm.
Number of Images
40
Number of Annotations
314
Average Image Size
0.70 mp
Median Image Ratio
886x683
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
240
74
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
160
56
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
9
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 (886x683).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
8
square
6
wide
26
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
egg_bad (74)
egg (240)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
egg_bad
egg
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
12 imgs
6