Dataset Analytics
Generated on April 18, 2024 at 7:13 am.
Number of Images
320
Number of Annotations
1,916
Average Image Size
0.92 mp
Median Image Ratio
1280x720
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
178
166
158
154
146
145
144
139
133
129
89
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
66
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
66
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
66
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
61
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
167
157
148
145
140
136
139
133
128
125
85
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
62
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
60
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
61
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
58
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
9
10
9
6
9
5
6
5
4
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
6
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
6
5
3
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
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
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
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.
The purple box indicates the median width by median height image (1280x720).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
37
square
17
wide
266
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
N10 (129)
N9 (145)
N4 (139)
N8 (166)
N1 (178)
White (89)
N14 (61)
N2 (158)
N6 (154)
N3 (146)
N5 (144)
N7 (133)
N13 (66)
N12 (66)
N11 (66)
N15 (76)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
N10
N9
N4
N8
N1
White
N14
N2
N6
N3
N5
N7
N13
N12
N11
N15
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
75 imgs
37.5