Dataset Analytics

Generated on February 21, 2024 at 10:03 am.

Number of Annotations

3,729

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
1,397
1,314
1,018
573
707
785
397
290
106
Under Represented
427
317
127
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).

2
135
1,316
61
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
20
square
794
wide
700

Annotation Heatmap

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

all
senjata (1,018)
orang (1,314)
kendaraan (1,397)

Histogram of Object Count by Image

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

all
senjata
orang
kendaraan
    746 imgs
    373
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
Count of all objects

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