Dataset Analytics
Generated on March 21, 2024 at 7:36 am.
Number of Images
3,667
Number of Annotations
122,629
Average Image Size
0.44 mp
Median Image Ratio
814x596
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
26,882
24,884
23,028
22,399
6,922
3,624
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,548
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,288
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,063
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2,042
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,504
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,366
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,179
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1,098
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
802
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
25174
23416
21446
21001
6429
3472
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2328
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2120
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1923
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1933
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1414
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1288
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1131
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
997
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
735
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1708
1468
1582
1398
493
152
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
220
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
168
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
140
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
109
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
90
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
78
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
101
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
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
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
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
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 (814x596).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
767
square
275
wide
2,506
very wide
119
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
arrow (22,399)
circle (3,624)
rhombus (2,063)
square (2,042)
rectangle (6,922)
text (26,882)
head (23,028)
connector (24,884)
oval (2,288)
document (1,098)
process (2,548)
database (802)
parallelogram (1,179)
triangle (1,504)
link (1,366)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
arrow
circle
rhombus
square
rectangle
text
head
connector
oval
document
process
database
parallelogram
triangle
link
-
1
-
2-10
-
11-19
-
20-28
-
29-37
-
38-46
-
47-55
-
56-64
-
65-73
-
74-82
-
83-91
1174 imgs
587