Dataset Analytics
Generated on August 19, 2022 at 6:13 pm.
Number of Images
9,693
Number of Annotations
22,651
Average Image Size
0.17 mp
Median Image Ratio
416x416
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
9,530
1,800
1,377
968
905
750
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
703
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
687
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
674
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
622
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
604
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
513
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
512
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
478
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
444
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
441
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
431
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
420
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
407
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
385
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.
All images are the same size, 416x416.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
9,693
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
person (9,530)
car (1,377)
sofa (513)
chair (1,800)
horse (441)
bottle (905)
sheep (604)
cat (750)
bird (703)
bicycle (478)
train (407)
bus (385)
motorbike (420)
pottedplant (687)
tvmonitor (512)
diningtable (444)
aeroplane (622)
boat (674)
dog (968)
cow (431)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
person
car
sofa
chair
horse
bottle
sheep
cat
bird
bicycle
train
bus
motorbike
pottedplant
tvmonitor
diningtable
aeroplane
boat
dog
cow
-
1
-
2-6
-
7-11
-
12-16
-
17-21
-
22-26
-
27-31
-
32-36
-
37-41
-
42-46
5091 imgs
2545.5