Dataset Analytics

Generated on August 07, 2024 at 4:16 pm.

Number of Images

3,200

Number of Annotations

12,286

Average Image Size

5.85 mp

Median Image Ratio

2493x2330
wide

Class Balance

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

Classes

all
train
valid
test
2,812
1,898
1,037
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Under Represented
Under Represented
Missing
Under Represented
Missing
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

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 (2493x2330).

60
498
2,642
> 1024x1024
2493px
2330px

Aspect Ratio Distribution

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

tall
937
square
563
wide
1,699
very wide
1
> 1.5:1

Annotation Heatmap

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

all
rotten-strawberry (1,513)
rotten-orange (208)
fresh-guava (238)
rotten-banana (443)
rotten-pomegranate (224)
rotten-jujube (267)
fresh-banana (719)
fresh-apple (1,037)
fresh-grape (2,812)
fresh-pomegranate (533)
rotten-guava (217)
rotten-grape (1,898)
rotten-apple (317)
fresh-strawberry (724)
fresh-jujube (638)
fresh-orange (498)

Histogram of Object Count by Image

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

all
rotten-strawberry
rotten-orange
fresh-guava
rotten-banana
rotten-pomegranate
rotten-jujube
fresh-banana
fresh-apple
fresh-grape
fresh-pomegranate
rotten-guava
rotten-grape
rotten-apple
fresh-strawberry
fresh-jujube
fresh-orange
    2130 imgs
    1065
  • 1
  • 2-25
  • 26-49
  • 50-73
  • 74-97
  • 98-121
  • 122-145
  • 146-169
  • 170-193
  • 194-217
  • 218-241
Count of all objects

Similar Projects

See More