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test-pcb-real/2 (latest)
Dataset Analytics
Generated on November 16, 2023 at 1:05 pm.
Number of Images
50
Number of Annotations
2,952
Average Image Size
1.00 mp
Median Image Ratio
1000x1000
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,389
1,137
412
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Under Represented
10
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
1098
926
334
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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
134
110
36
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
157
101
42
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
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.
All images are the same size, 1000x1000.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
50
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Capasistor_SMD (1,137)
IC_Chip (412)
Resistor_SMD (1,389)
Inductor_SMD (10)
Diode_SMD (4)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Capasistor_SMD
IC_Chip
Resistor_SMD
Inductor_SMD
Diode_SMD
-
1
-
2-30
-
31-59
-
60-88
-
89-117
-
118-146
-
147-175
-
176-204
-
205-233
-
234-262
-
263-291
23 imgs
11.5