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
790
622
508
441
362
281
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
137
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
122
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
95
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
28
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
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).
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
-
0
-
1
-
2
-
3
-
4
-
5
-
6
-
7
1800 imgs
900