Dataset Analytics

Generated on June 17, 2024 at 11:39 pm.

Number of Images

580

Number of Annotations

29,378

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
11,266
7,137
6,687
2,287
Under Represented
bus
1,464
Under Represented
Under Represented
8966
5483
5614
1843
Under Represented
bus
1130
Under Represented
Under Represented
1099
801
501
219
Under Represented
bus
165
Under Represented
Under Represented
1201
853
572
225
Under Represented
bus
169
Under Represented
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
579

Annotation Heatmap

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

all
mobil (6,687)
bus (1,464)
motor (7,137)
pick up car (537)
becak (2,287)
person (11,266)

Histogram of Object Count by Image

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

all
mobil
bus
motor
pick up car
becak
person
    160 imgs
    80
  • 0
  • 1
  • 2-10
  • 11-19
  • 20-28
  • 29-37
  • 38-46
  • 47-55
  • 56-64
  • 65-73
  • 74-82
Count of all objects

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