Dataset Analytics
Generated on December 11, 2023 at 12:23 pm.
Number of Images
292
Number of Annotations
6,740
Average Image Size
8.74 mp
Median Image Ratio
2494x3480
tall
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,323
895
864
834
529
442
351
322
278
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
213
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
173
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
151
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
124
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
88
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
81
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
72
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1059
712
695
657
417
354
280
254
219
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
173
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
142
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
122
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
99
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
71
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
53
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
264
183
169
177
112
88
71
68
59
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
31
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
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
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
19
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
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 (2494x3480).
292
> 1024x1024
2494px
3480px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
205
wide
87
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (278)
1 (834)
2 (322)
3 (173)
4 (72)
all
rectangle (213)
barcode2 (1,323)
barcode (442)
OCR (529)
star (895)
OMR (124)
square (864)
page (351)
xuehao (151)
triangle (81)
diamond (88)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
1
2
3
4
all
rectangle
barcode2
barcode
OCR
star
OMR
square
page
xuehao
triangle
diamond
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
100 imgs
50