Dataset Analytics
Generated on May 10, 2024 at 2:12 am.
Number of Images
557
Number of Annotations
1,671
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,201
258
108
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
103
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
971
206
78
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
103
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
230
52
30
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
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 (640x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1
square
511
wide
43
very wide
2
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
hotspot (1,201)
diode (258)
GB (108)
zhedang (103)
PID (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
hotspot
diode
GB
zhedang
PID
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
204 imgs
102