Dataset Analytics
Generated on September 01, 2024 at 6:23 pm.
Number of Images
19,957
Number of Annotations
33,634
Average Image Size
0.54 mp
Median Image Ratio
736x682
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
2,323
1,754
1,652
1,435
1,377
1,270
1,235
1,175
1,175
1,047
1,042
1,035
951
826
782
740
691
614
612
593
591
584
508
498
482
472
463
434
433
410
372
371
351
345
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
332
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
250
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
230
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
204
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Under Represented
187
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
181
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
177
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Under Represented
148
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Under Represented
110
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
110
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
93
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
77
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
74
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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Under Represented
50
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
38
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
30
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Under Represented
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Under Represented
26
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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Under Represented
16
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Under Represented
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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Under Represented
14
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Under Represented
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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Under Represented
13
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Under Represented
12
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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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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Under Represented
1817
1409
1191
1152
993
1008
889
845
873
836
754
803
706
673
594
531
554
492
457
446
435
476
389
402
352
334
367
324
319
293
287
262
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
278
262
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Under Represented
271
197
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Under Represented
172
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Under Represented
147
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Under Represented
132
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
138
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Under Represented
126
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Under Represented
109
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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
77
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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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
66
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Under Represented
54
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Under Represented
52
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Under Represented
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Under Represented
39
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Under Represented
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Under Represented
28
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Under Represented
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Under Represented
21
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Under Represented
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Under Represented
18
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Under Represented
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Under Represented
8
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Under Represented
10
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Under Represented
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Under Represented
11
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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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
9
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Under Represented
8
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Under Represented
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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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
32
24
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Under Represented
18
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Under Represented
231
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Under Represented
216
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Under Represented
46
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Under Represented
107
29
104
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Under Represented
64
131
11
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Under Represented
16
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Under Represented
77
89
6
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Under Represented
36
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Under Represented
67
88
12
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Under Represented
72
37
71
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Under Represented
33
6
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Under Represented
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Under Represented
29
34
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Under Represented
19
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Under Represented
33
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Under Represented
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Under Represented
22
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Under Represented
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Under Represented
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Under Represented
18
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Under Represented
14
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Under Represented
14
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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
1
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Under Represented
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Under Represented
2
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Under Represented
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Under Represented
4
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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
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
3
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
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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
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
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
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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
474
321
418
265
153
253
130
326
256
187
181
203
141
149
124
78
126
106
70
67
102
83
95
63
50
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Under Represented
84
45
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Under Represented
48
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Under Represented
38
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Under Represented
67
50
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Under Represented
55
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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
29
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
23
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
24
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Under Represented
18
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
11
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
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
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
10
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
8
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
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
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
5
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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
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
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
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
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 (736x682).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
2,342
square
7,434
wide
9,995
very wide
175
> 1.5:1
extremely wide
11
> 2.5:1
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.