Dataset Analytics
Generated on August 19, 2022 at 7:35 pm.
Number of Images
2,763
Number of Annotations
4,324
Average Image Size
0.92 mp
Median Image Ratio
1280x720
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
1,348
631
620
488
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
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 (1280x720).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
641
square
545
wide
1,577
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
electrical_uninstalled (563)
windows_finished (488)
doors_installed (620)
electrical_switch (1,348)
electrical_power (631)
electrical_telecom (375)
electrical_mains (40)
electrical_lights (73)
doors_uninstalled (86)
windows_unfinished (100)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
electrical_uninstalled
windows_finished
doors_installed
electrical_switch
electrical_power
electrical_telecom
electrical_mains
electrical_lights
doors_uninstalled
windows_unfinished
-
0
-
1
-
2
-
3
-
4
-
5
-
6
-
7
-
8
1292 imgs
646