Dataset Analytics

Generated on June 09, 2024 at 2:37 pm.

Number of Images

543

Number of Annotations

546

Average Image Size

0.17 mp

Median Image Ratio

500x375
wide

Class Balance

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

Classes

all
train
valid
test
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 (500x375).

14
529
500px
375px

Aspect Ratio Distribution

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

tall
140
square
36
wide
367

Annotation Heatmap

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

all
Rhinoceros_Auklet (48)
Parakeet_Auklet (54)
Brewer_Blackbird (60)
Laysan_Albatross (60)
Red_winged_Blackbird (60)
Crested_Auklet (45)
Sooty_Albatross (56)
Black_footed_Albatross (62)
Least_Auklet (41)
Groove_billed_Ani (60)

Histogram of Object Count by Image

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

all
Rhinoceros_Auklet
Parakeet_Auklet
Brewer_Blackbird
Laysan_Albatross
Red_winged_Blackbird
Crested_Auklet
Sooty_Albatross
Black_footed_Albatross
Least_Auklet
Groove_billed_Ani
    540 imgs
    270
  • 1
  • 2
Count of all objects

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