Dataset Analytics

Generated on August 14, 2023 at 11:22 am.

Number of Images

3,795

Number of Annotations

21,535

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
4,887
Car
4,590
4,133
2,734
Van
2,000
1,926
463
Under Represented
Bus
416
Under Represented
386
Under Represented
3882
Car
3671
3305
2196
Van
1603
1531
385
Under Represented
Bus
334
Under Represented
299
Under Represented
1005
Car
919
828
538
Van
397
395
78
Under Represented
Bus
82
Under Represented
87
Under Represented
Missing
Car
0
Missing
Missing
Missing
Van
0
Missing
0
Missing
0
Missing
Bus
0
Missing
Missing

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
3,795

Annotation Heatmap

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

all
Truck (1,926)
Van (2,000)
Car (4,590)
Jeepney (2,734)
Tricycle (4,133)
Bicycle (386)
Motorcycle (4,887)
E-Bike (463)
Bus (416)

Histogram of Object Count by Image

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

all
Truck
Van
Car
Jeepney
Tricycle
Bicycle
Motorcycle
E-Bike
Bus
    1402 imgs
    701
  • 0
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
  • 23-25
Count of all objects

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