Dataset Analytics

Generated on July 31, 2023 at 5:15 am.

Number of Images

223

Number of Annotations

1,078

Average Image Size

1.92 mp

Median Image Ratio

1200x1600
tall

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
263
216
Under Represented
Under Represented
Under Represented
IC
1
Under Represented
174
151
Under Represented
Under Represented
Under Represented
IC
1
Under Represented
46
Under Represented
Under Represented
Under Represented
IC
0
Missing
19
Under Represented
Under Represented
Under Represented
IC
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 (1200x1600).

223
> 1024x1024
1200px
1600px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

tall
133
wide
90

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
CC Present (382)
CC Absent (263)
Lock (216)
Coil Missing (88)
Coil with IC (96)
Coil without IC (32)
IC (1)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
CC Present
CC Absent
Lock
Coil Missing
Coil with IC
Coil without IC
IC
    209 imgs
    104.5
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

Similar Projects

See More