Dataset Analytics
Generated on March 06, 2024 at 10:28 am.
Number of Images
1,704
Number of Annotations
16,085
Average Image Size
0.27 mp
Median Image Ratio
640x480
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
3,974
795
771
681
653
524
431
371
300
248
232
230
210
194
190
185
182
181
174
173
165
157
156
154
150
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
150
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
149
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
147
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
147
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
146
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
141
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
133
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
129
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
125
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
120
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
119
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
116
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
115
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
115
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
114
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
109
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
108
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
105
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
103
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
101
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
97
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
97
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
96
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
92
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
85
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
84
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
83
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
80
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
77
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
75
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
75
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
71
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
64
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
61
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
60
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
59
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
57
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
57
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
55
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
54
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
50
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
49
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
46
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
43
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
43
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
39
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
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
30
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
28
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
3974
795
771
681
653
524
431
371
300
248
232
230
210
194
190
185
182
181
174
173
165
157
156
154
150
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
150
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
149
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
147
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
147
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
146
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
141
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
133
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
129
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
125
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
120
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
119
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
116
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
115
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
115
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
114
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
109
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
108
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
105
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
103
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
101
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
97
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
97
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
96
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
92
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
85
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
84
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
83
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
80
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
77
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
75
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
75
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
71
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
64
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
61
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
60
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
59
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
57
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
57
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
55
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
54
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
50
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
49
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
46
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
43
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
43
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
39
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
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
30
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
28
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
369
square
78
wide
1,253
very wide
2
> 1.5:1
extremely wide
2
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (3,974)
1 (150)
2 (771)
3 (115)
4 (52)
5 (85)
6 (50)
7 (141)
8 (116)
9 (190)
10 (35)
11 (39)
12 (55)
13 (185)
14 (156)
15 (80)
16 (83)
17 (92)
18 (147)
19 (147)
20 (71)
21 (30)
22 (75)
23 (46)
24 (157)
25 (146)
26 (248)
27 (105)
28 (119)
29 (37)
30 (103)
31 (60)
32 (108)
33 (97)
34 (59)
35 (77)
36 (43)
37 (43)
38 (49)
39 (681)
40 (210)
41 (653)
42 (181)
43 (300)
44 (194)
45 (431)
46 (173)
47 (165)
48 (109)
49 (182)
50 (174)
51 (230)
52 (77)
53 (150)
54 (154)
55 (120)
56 (795)
57 (149)
58 (232)
59 (54)
60 (371)
61 (84)
62 (115)
63 (114)
64 (57)
65 (129)
66 (64)
67 (101)
68 (57)
69 (97)
70 (28)
71 (125)
72 (75)
73 (524)
74 (96)
75 (133)
76 (39)
77 (61)
78 (23)
79 (42)
all
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
0
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
all
-
1
-
2-7
-
8-13
-
14-19
-
20-25
-
26-31
-
32-37
-
38-43
-
44-49
-
50-55
-
56-61
817 imgs
408.5