Dataset Analytics

Generated on August 05, 2024 at 1:11 pm.

Number of Images

1,235

Number of Annotations

4,236

Average Image Size

0.66 mp

Median Image Ratio

640x1080
tall

Class Balance

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

Classes

all
train
valid
test
2,218
Pin
2,018
1963
Pin
1969
150
Pin
35
Under Represented
105
Pin
14
Under Represented

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 (640x1080).

1,148
87
> 1024x1024
640px
1080px

Aspect Ratio Distribution

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

tall
565
square
583
wide
87

Annotation Heatmap

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

all
Pin (2,018)
Disc (2,218)

Histogram of Object Count by Image

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

all
Pin
Disc
    894 imgs
    447
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects

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