Dataset Analytics

Generated on August 19, 2022 at 5:16 pm.

Number of Images

3,056

Number of Annotations

4,745

Average Image Size

0.05 mp

Median Image Ratio

284x194
wide

Class Balance

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

Classes

Under Represented
137
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
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 (284x194).

1
< 100x100
107
2,013
476
459
> 1024x1024
284px
194px

Aspect Ratio Distribution

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

tall
224
square
158
wide
2,661
very wide
13
> 1.5:1

Annotation Heatmap

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

all
RunningBoard-Dent (121)
Signlight-Damage (25)
Taillight-Damage (122)
Headlight-Damage (281)
Rear-windscreen-Damage (183)
bonnet-dent (622)
doorouter-dent (790)
front-bumper-dent (812)
fender-dent (508)
Sidemirror-Damage (87)
Front-Windscreen-Damage (130)
rear-bumper-dent (441)
quaterpanel-dent (362)
roof-dent (137)
pillar-dent (28)
boot-dent (95)
Bodypanel-Dent (1)

Histogram of Object Count by Image

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

all
RunningBoard-Dent
Signlight-Damage
Taillight-Damage
Headlight-Damage
Rear-windscreen-Damage
bonnet-dent
doorouter-dent
front-bumper-dent
fender-dent
Sidemirror-Damage
Front-Windscreen-Damage
rear-bumper-dent
quaterpanel-dent
roof-dent
pillar-dent
boot-dent
Bodypanel-Dent
    1800 imgs
    900
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
Count of all objects

Similar Projects

See More