Dataset Analytics

Generated on August 03, 2024 at 2:36 am.

Number of Images

1,890

Number of Annotations

5,119

Average Image Size

0.27 mp

Median Image Ratio

640x428
wide

Class Balance

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

Classes

all
train
valid
test
2,971
876
723
Under Represented
309
Under Represented
240
Under Represented
1809
468
433
Under Represented
215
Under Represented
151
Under Represented
852
325
218
Under Represented
63
Under Represented
Under Represented
310
83
72
Under Represented
31
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.

The purple box indicates the median width by median height image (640x428).

177
1,713
640px
428px

Aspect Ratio Distribution

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

tall
243
square
11
wide
1,636

Annotation Heatmap

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

all
sinkhole (240)
water (876)
pothole (2,971)
coin (723)
laser (309)

Histogram of Object Count by Image

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

all
sinkhole
water
pothole
coin
laser
    1137 imgs
    568.5
  • 0
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
Count of all objects

Similar Projects

See More