Dataset Analytics

Generated on September 05, 2024 at 8:15 pm.

Number of Images

44

Number of Annotations

1,890

Average Image Size

1.87 mp

Median Image Ratio

1867x998
wide

Class Balance

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

Classes

all
train
valid
test
855
567
284
105
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
1
Under Represented
593
388
178
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
0
Missing
206
131
Under Represented
Under Represented
Under Represented
Under Represented
Missing
1
Under Represented
Under Represented
Under Represented
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.

The purple box indicates the median width by median height image (1867x998).

2
42
> 1024x1024
1867px
998px

Aspect Ratio Distribution

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

wide
44

Annotation Heatmap

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

all
RCC roof (855)
Tar road (68)
Mud road (105)
Tin sheet (567)
Tile roof (284)
water Bodies (2)
concrete road (7)
others (1)
Water body (1)

Histogram of Object Count by Image

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

all
RCC roof
Tar road
Mud road
Tin sheet
Tile roof
water Bodies
concrete road
others
Water body
    13 imgs
    6.5
  • 1
  • 2-13
  • 14-25
  • 26-37
  • 38-49
  • 50-61
  • 62-73
  • 74-85
  • 86-97
  • 98-109
  • 110-121
Count of all objects

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