Dataset Analytics
Generated on August 24, 2023 at 6:38 am.
Number of Images
8,417
Number of Annotations
23,948
Average Image Size
0.52 mp
Median Image Ratio
960x540
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
8,349
7,192
5,321
2,274
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
436
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
376
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
6605
5821
4236
1841
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
360
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
283
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
812
723
526
213
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
48
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
932
648
559
220
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
39
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
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, 960x540.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
8,417
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
crab (8,349)
starfish (5,321)
fish (2,274)
shrimp (376)
small_fish (7,192)
jellyfish (436)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
crab
starfish
fish
shrimp
small_fish
jellyfish
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
4574 imgs
2287