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
GB
108
Under Represented
103
Under Represented
PID
1
Under Represented
971
206
GB
78
Under Represented
103
Under Represented
PID
1
Under Represented
230
52
GB
30
Under Represented
Missing
PID
0
Missing
Missing
0
Missing
GB
0
Missing
Missing
PID
0
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).

2
52
503
640px
640px

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
    204 imgs
    102
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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