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floor-plan-segmentation-dtr4r/3 (latest)
Dataset Analytics
Generated on September 11, 2024 at 12:13 pm.
Average Image Size
0.49 mp
Median Image Ratio
695x703
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
882
513
449
403
401
362
357
298
292
248
228
148
143
142
142
142
115
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Under Represented
89
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
89
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Under Represented
71
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Under Represented
40
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
29
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
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
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
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
670
408
356
323
304
270
284
222
237
189
172
111
108
105
107
105
91
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
66
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
53
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
31
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
26
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
14
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
9
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
1
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
135
70
59
52
63
59
46
47
33
36
35
24
23
24
23
24
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
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
3
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
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
4
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
77
35
34
28
34
33
27
29
22
23
21
13
12
13
12
13
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
6
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
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
1
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
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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 (695x703).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
47
square
17
wide
84