Dataset Analytics

Generated on January 08, 2024 at 4:33 pm.

Number of Images

33

Number of Annotations

646

Average Image Size

11.97 mp

Median Image Ratio

4000x2992
wide

Class Balance

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

Classes

all
train
valid
test
145
140
135
red
81
65
Under Represented
59
Under Represented
21
Under Represented
95
99
90
red
55
39
Under Represented
40
Under Represented
10
Under Represented
33
24
32
red
22
20
19
10
Under Represented
17
17
13
red
4
Under Represented
6
Under Represented
0
Missing
1
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, 4000x2992.

Aspect Ratio Distribution

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

wide
33

Annotation Heatmap

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

all
red (81)
purple (135)
town (21)
green (140)
black (65)
blue (145)
yellow (59)

Histogram of Object Count by Image

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

all
red
purple
town
green
black
blue
yellow
    7 imgs
    3.5
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
Count of all objects

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