Dataset Analytics

Generated on March 11, 2024 at 4:44 pm.

Number of Images

1,315

Number of Annotations

44,322

Average Image Size

0.92 mp

Median Image Ratio

720x1280
tall

Class Balance

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

Classes

all
train
valid
test
0
28,183
16,139
Under Represented
0
20151
11259
Under Represented
0
5440
3291
0
2592
1589

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 (720x1280).

670
645
> 1024x1024
720px
1280px

Aspect Ratio Distribution

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

tall
902
wide
413

Annotation Heatmap

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

0 (28,183)
all
Red Apple (16,139)

Histogram of Object Count by Image

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

0
all
Red Apple
    365 imgs
    182.5
  • 1
  • 2-14
  • 15-27
  • 28-40
  • 41-53
  • 54-66
  • 67-79
  • 80-92
  • 93-105
  • 106-118
  • 119-131
Count of all objects

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