Dataset Analytics
Generated on September 25, 2023 at 3:36 pm.
Number of Images
111
Number of Annotations
5,952
Average Image Size
1.64 mp
Median Image Ratio
1280x1280
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
4,853
1,099
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3289
777
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1089
227
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, 1280x1280.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
111
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
salad (1,099)
weed (4,853)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
salad
weed
-
1
-
2-14
-
15-27
-
28-40
-
41-53
-
54-66
-
67-79
-
80-92
-
93-105
-
106-118
-
119-131
42 imgs
21