Dataset Analytics

Generated on June 29, 2024 at 11:47 pm.

Number of Images

1,298

Number of Annotations

3,365

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
2,230
550
324
Under Represented
Under Represented
2
81
Under Represented
Under Represented
1753
385
237
Under Represented
Under Represented
2
81
Under Represented
Under Represented
261
83
58
Under Represented
2
0
Missing
Under Represented
216
82
29
Under Represented
Under Represented
2
0
Missing
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 (640x640).

3
286
984
25
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
289
square
900
wide
107
very wide
2
> 1.5:1

Annotation Heatmap

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

2 (81)
all
Apple (550)
Grapes (2,230)
Fresh Oranges (171)
orange (324)
oranges (9)

Histogram of Object Count by Image

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

2
all
Apple
Grapes
Fresh Oranges
orange
oranges
    864 imgs
    432
  • 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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