Dataset Analytics

Generated on July 21, 2024 at 3:58 am.

Number of Images

3,209

Number of Annotations

3,339

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
1,180
903
418
Under Represented
Under Represented
Under Represented
1091
801
367
Under Represented
Under Represented
Under Represented
13
Under Represented
Under Represented
Under Represented
76
101
Under Represented
Under Represented
Under Represented
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 (640x640).

17
132
2,280
780
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
605
square
1,181
wide
1,423

Annotation Heatmap

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

all
bulb (1,180)
window open (359)
bulb_ON (903)
door_open (418)
door_closed (393)
window close (86)

Histogram of Object Count by Image

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

all
bulb
window open
bulb_ON
door_open
door_closed
window close
    3111 imgs
    1555.5
  • 0
  • 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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