Dataset Analytics

Generated on February 02, 2024 at 11:56 am.

Number of Images

1,549

Number of Annotations

2,324

Average Image Size

1.05 mp

Median Image Ratio

1024x1024
square

Class Balance

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

Classes

all
train
valid
test
2,213
111
Under Represented
1807
92
Under Represented
402
19
Under Represented
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 (1024x1024).

1,549
1024px
1024px

Aspect Ratio Distribution

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

square
1,395
wide
154

Annotation Heatmap

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

all
syringe (2,213)
object (111)

Histogram of Object Count by Image

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

all
syringe
object
    1129 imgs
    564.5
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

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