Dataset Analytics

Generated on August 27, 2024 at 2:08 pm.

Number of Images

2,441

Number of Annotations

14,776

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
2,571
1,667
Under Represented
Under Represented
233
Under Represented
Under Represented
Under Represented
Under Represented
149
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2571
1667
Under Represented
Under Represented
233
Under Represented
Under Represented
Under Represented
Under Represented
149
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
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 (1920x1080).

40
2,401
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

wide
2,441

Annotation Heatmap

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

all
Schizopathidae (166)
Aphanipathidae (995)
Acanthogorgiidae (943)
Caryophylliidae (1,834)
Wire coral (2,571)
Antipathidae (245)
Siphonogorgiidae (919)
Myriopathidae (325)
Dendrophyllia (2,517)
Dendrophyllia minuscola (181)
Leptoseris (1,667)
Melithaeidae (595)
Astrogorgiidae (95)
Ellisellidae (269)
Pennatuloidea (55)
Madracis (233)
Rhizotrochus (102)
Montipora (80)
Dactylotrochus (117)
Craterastrera (10)
Nephtheidae (186)
Mycedium (149)
Alveopora (55)
Euplexauridae (137)
Cycloseris (25)
Keroeididae (129)
Echinophyllia (27)
Xeniidae (49)
Coscinaraea (9)
Dipsastraea (13)
Leptastrea (7)
Pachyseris (21)
Subergorgiidae (5)
Parisididae (5)
Goniopora (12)
Nidaliidae (8)
Coralliidae (5)
Astreopora (3)
Cynarina (1)
Podabacia (9)
Favites (2)

Histogram of Object Count by Image

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

all
Schizopathidae
Aphanipathidae
Acanthogorgiidae
Caryophylliidae
Wire coral
Antipathidae
Siphonogorgiidae
Myriopathidae
Dendrophyllia
Dendrophyllia minuscola
Leptoseris
Melithaeidae
Astrogorgiidae
Ellisellidae
Pennatuloidea
Madracis
Rhizotrochus
Montipora
Dactylotrochus
Craterastrera
Nephtheidae
Mycedium
Alveopora
Euplexauridae
Cycloseris
Keroeididae
Echinophyllia
Xeniidae
Coscinaraea
Dipsastraea
Leptastrea
Pachyseris
Subergorgiidae
Parisididae
Goniopora
Nidaliidae
Coralliidae
Astreopora
Cynarina
Podabacia
Favites
    898 imgs
    449
  • 0
  • 1
  • 2-15
  • 16-29
  • 30-43
  • 44-57
  • 58-71
  • 72-85
  • 86-99
  • 100-113
  • 114-127
  • 128-141
Count of all objects

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