Dataset Analytics
Generated on January 25, 2024 at 5:30 am.
Number of Images
362
Number of Annotations
2,664
Average Image Size
0.21 mp
Median Image Ratio
481x459
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
996
441
401
331
213
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
177
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
76
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
873
382
354
301
190
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
157
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
67
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
25
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
123
59
47
30
23
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
0
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
0
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
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.
The purple box indicates the median width by median height image (481x459).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
124
square
48
wide
167
very wide
13
> 1.5:1
extremely wide
10
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
dropdown (401)
label (996)
textarea (76)
button (331)
textbox (441)
checkbox (213)
radio button (177)
datepicker (29)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
dropdown
label
textarea
button
textbox
checkbox
radio button
datepicker
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
-
26-28
102 imgs
51