Dataset Analytics

Generated on July 26, 2023 at 5:51 am.

Number of Images

690

Number of Annotations

3,062

Average Image Size

8.08 mp

Median Image Ratio

3280x2464
wide

Class Balance

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

Classes

all
train
valid
test
C
1,567
R
1,229
Rg
266
Under Represented
C
1106
R
853
Rg
181
Under Represented
C
282
R
255
Rg
58
Under Represented
C
179
R
121
Rg
27
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.

All images are the same size, 3280x2464.

Aspect Ratio Distribution

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

wide
690

Annotation Heatmap

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

all
C (1,567)
Rg (266)
R (1,229)

Histogram of Object Count by Image

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

all
C
Rg
R
    345 imgs
    172.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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