Dataset Analytics

Generated on September 23, 2023 at 7:13 am.

Number of Images

67

Number of Annotations

67

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
35
bad
32
25
bad
31
10
bad
1
Under Represented
0
Missing
bad
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).

13
22
32
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
10
square
21
wide
32
very wide
3
> 1.5:1
extremely wide
1
> 2.5:1

Annotation Heatmap

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

all
good (35)
bad (32)

Histogram of Object Count by Image

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

all
good
bad
    67 imgs
    33.5
  • 1
Count of all objects

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