Dataset Analytics
Generated on January 18, 2024 at 9:27 am.
Number of Images
395
Number of Annotations
1,184
Average Image Size
8.29 mp
Median Image Ratio
3840x2160
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
238
203
189
134
128
91
74
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Under Represented
63
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Under Represented
40
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
22
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
160
137
123
96
87
62
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
48
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
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
53
42
40
26
26
19
13
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
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
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
25
24
26
12
15
10
9
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
7
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
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 (3840x2160).
395
> 1024x1024
3840px
2160px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
395
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
blue (203)
green (74)
black (238)
brown (63)
white (189)
red (128)
yellow (40)
pink (22)
gray (134)
colorful (91)
cream (2)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
blue
green
black
brown
white
red
yellow
pink
gray
colorful
cream
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
135 imgs
67.5