Dataset Analytics

Generated on May 27, 2024 at 2:56 pm.

Number of Annotations

3,974

Average Image Size

2.07 mp

Median Image Ratio

1080x1920
tall

Class Balance

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

Classes

all
train
valid
test
1,072
458
446
222
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
708
303
301
158
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
167
96
65
29
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Under Represented
197
59
80
Under Represented
Under Represented
35
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
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 (1080x1920).

717
> 1024x1024
1080px
1920px

Aspect Ratio Distribution

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

tall
630
wide
87

Annotation Heatmap

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

all
Ceiling (446)
Window (1,072)
Fragile-Ceiling (281)
Block (458)
Fragile-Block (249)
Stone-Panel (698)
Fragile-Metal-Plate (170)
Metal-Plate (34)
Crescent (32)
Tile (222)
Handrail (24)
Non-slip (22)
Fragile-Tile (223)
Fragile-Stone-Panel (24)
Fragile-Crescent (10)
Fragile-Window (9)

Histogram of Object Count by Image

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

all
Ceiling
Window
Fragile-Ceiling
Block
Fragile-Block
Stone-Panel
Fragile-Metal-Plate
Metal-Plate
Crescent
Tile
Handrail
Non-slip
Fragile-Tile
Fragile-Stone-Panel
Fragile-Crescent
Fragile-Window
    579 imgs
    289.5
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

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