Dataset Analytics
Generated on February 06, 2023 at 8:55 am.
Number of Images
85
Number of Annotations
825
Average Image Size
2.07 mp
Median Image Ratio
1920x1080
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
241
151
103
61
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
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Under Represented
32
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
32
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
28
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
13
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.
All images are the same size, 1920x1080.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
85
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
no_adapter (28)
no_microcircuit (60)
diode (32)
resistor (151)
capacitor (241)
microcircuit (103)
no_capacitor (32)
inductor (45)
adapter (61)
no_resistor (40)
no_diode (19)
no_inductor (13)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
no_adapter
no_microcircuit
diode
resistor
capacitor
microcircuit
no_capacitor
inductor
adapter
no_resistor
no_diode
no_inductor
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
-
18-19
19 imgs
9.5