Dataset Analytics
Generated on October 14, 2024 at 4:09 pm.
Number of Images
7,776
Number of Annotations
21,259
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
all
train
valid
test
6,162
2,138
1,935
1,542
1,528
1,499
1,468
1,290
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Under Represented
1,251
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Under Represented
1,114
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Under Represented
1,109
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
4438
1532
1379
1083
1058
1032
1005
905
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
917
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
763
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
763
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
165
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1169
389
377
284
317
312
300
261
250
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Under Represented
227
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
206
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
42
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
555
217
179
175
153
155
163
124
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Under Represented
84
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
124
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
140
16
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
7,776
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
oven (1,542)
chair (6,162)
sink (1,935)
tv (1,528)
dining table (2,138)
toilet (1,251)
refrigerator (1,290)
microwave (1,109)
toaster (223)
bed (1,114)
couch (1,499)
laptop (1,468)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
oven
chair
sink
tv
dining table
toilet
refrigerator
microwave
toaster
bed
couch
laptop
-
0
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
3802 imgs
1901