Dataset Analytics

Generated on July 08, 2023 at 5:02 am.

Number of Images

2,772

Number of Annotations

14,224

Average Image Size

0.31 mp

Median Image Ratio

640x480
wide

Class Balance

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

Classes

all
train
valid
test
6,438
5,596
2,190
Under Represented
5210
2016
Under Represented
217
Under Represented
169
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 (640x480).

2,772
640px
480px

Aspect Ratio Distribution

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

tall
1,273
wide
1,499

Annotation Heatmap

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

all
Red_Kernel (2,190)
Broken_Grain (6,438)
Head_Rice (5,596)

Histogram of Object Count by Image

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

all
Red_Kernel
Broken_Grain
Head_Rice
    2144 imgs
    1072
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
  • 47-51
Count of all objects

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