Dataset Analytics

Generated on October 20, 2024 at 7:16 am.

Number of Images

521

Number of Annotations

1,572

Average Image Size

0.31 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

all
train
valid
test
316
278
277
273
169
163
Under Represented
96
Under Represented
282
246
245
243
152
147
Under Represented
88
Under Represented
34
32
Under Represented
Under Represented
8
Under Represented
Missing
Missing
Missing
Missing
Missing
Missing
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.

All images are the same size, 640x480.

Aspect Ratio Distribution

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

wide
521

Annotation Heatmap

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

all
helipad (316)
blue_tin (277)
green_tin (273)
red_tin (278)
R_marker (169)
N_marker (163)
cone (96)

Histogram of Object Count by Image

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

all
helipad
blue_tin
green_tin
red_tin
R_marker
N_marker
cone
    222 imgs
    111
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
Count of all objects

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