Dataset Analytics

Generated on July 29, 2024 at 10:32 pm.

Number of Images

650

Number of Annotations

11,536

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
6,162
4,634
630
Under Represented
bus
110
Under Represented
4308
3282
444
Under Represented
bus
84
Under Represented
1248
881
120
Under Represented
bus
17
Under Represented
606
471
66
Under Represented
bus
9
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.

All images are the same size, 1920x1080.

Aspect Ratio Distribution

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

wide
650

Annotation Heatmap

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

all
mobil (6,162)
motor (4,634)
truk (630)
bus (110)

Histogram of Object Count by Image

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

all
mobil
motor
truk
bus
    162 imgs
    81
  • 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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