Dataset Analytics
Generated on August 19, 2022 at 5:59 pm.
Number of Images
9,336
Number of Annotations
19,039
Average Image Size
0.27 mp
Median Image Ratio
640x429
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
4,865
2,277
1,919
1,714
1,591
1,495
988
905
725
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
542
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
515
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
509
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
344
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
223
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
207
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
174
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
30
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
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 (640x429).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
1,672
square
351
wide
7,287
very wide
22
> 1.5:1
extremely wide
4
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
bus (1,495)
backpack (2,277)
chair (1,919)
truck (207)
bicycle (1,714)
baseball bat (725)
person (988)
car (4,865)
knife (905)
traffic light (344)
bench (1,591)
fire hydrant (13)
motorcycle (509)
cold weapons (542)
ski mask (174)
rifle (223)
garbage can (30)
gun (515)
stick (3)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
bus
backpack
chair
truck
bicycle
baseball bat
person
car
knife
traffic light
bench
fire hydrant
motorcycle
cold weapons
ski mask
rifle
garbage can
gun
stick
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
6013 imgs
3006.5