Dataset Analytics
Generated on March 16, 2023 at 3:43 pm.
Number of Images
84
Number of Annotations
259
Average Image Size
0.30 mp
Median Image Ratio
640x480
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
46
45
39
34
15
14
14
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8
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Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5
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
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
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 (640x480).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
19
square
2
wide
62
extremely wide
1
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
sofa (8)
backpack (45)
suitcase (15)
toothbrush (46)
bottle (13)
cup (14)
handbag (14)
chair (34)
diningtable (7)
cell phone (3)
bed (39)
wine glass (9)
sink (5)
toilet (1)
fork (2)
knife (1)
bowl (2)
tie (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
sofa
backpack
suitcase
toothbrush
bottle
cup
handbag
chair
diningtable
cell phone
bed
wine glass
sink
toilet
fork
knife
bowl
tie
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
34 imgs
17