Dataset Analytics

Generated on December 21, 2023 at 8:10 am.

Number of Images

395

Number of Annotations

10,229

Average Image Size

1.05 mp

Median Image Ratio

1024x1024
square

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
909
727
726
707
673
644
546
505
358
a-8
338
g-8
327
310
f-8
294
d-8
270
c-8
182
e-8
167
157
143
tie
141
120
Under Represented
Under Represented
104
Under Represented
b-8
104
Under Represented
f-4
89
Under Represented
e-4
82
Under Represented
g-4
80
Under Represented
78
Under Represented
75
Under Represented
73
Under Represented
72
Under Represented
71
Under Represented
66
Under Represented
d-4
62
Under Represented
Under Represented
60
Under Represented
c-4
59
Under Represented
a-4
47
Under Represented
b-4
34
Under Represented
f-2
33
Under Represented
g-2
29
Under Represented
a-2
28
Under Represented
e-2
28
Under Represented
d-2
24
Under Represented
c-2
23
Under Represented
22
Under Represented
c-1
18
Under Represented
d-1
16
Under Represented
e-1
16
Under Represented
a-1
15
Under Represented
b-2
14
Under Represented
g-1
14
Under Represented
b-1
13
Under Represented
f-1
13
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
744
586
549
572
532
503
417
365
311
a-8
286
g-8
263
252
f-8
242
d-8
230
c-8
111
e-8
132
104
104
tie
115
105
Under Represented
75
Under Represented
b-8
72
Under Represented
f-4
62
Under Represented
e-4
63
Under Represented
g-4
57
Under Represented
59
Under Represented
58
Under Represented
57
Under Represented
58
Under Represented
53
Under Represented
47
Under Represented
d-4
25
Under Represented
Under Represented
46
Under Represented
c-4
25
Under Represented
a-4
23
Under Represented
b-4
11
Under Represented
f-2
21
Under Represented
g-2
14
Under Represented
a-2
16
Under Represented
e-2
17
Under Represented
d-2
12
Under Represented
c-2
16
Under Represented
12
Under Represented
c-1
9
Under Represented
d-1
6
Under Represented
e-1
10
Under Represented
a-1
8
Under Represented
b-2
7
Under Represented
g-1
7
Under Represented
b-1
9
Under Represented
f-1
5
Under Represented
Under Represented
Missing
Missing
Missing
Under Represented
Missing
Missing
134
116
153
106
117
121
103
117
37
a-8
44
g-8
49
f-8
44
d-8
31
c-8
47
e-8
27
35
23
Under Represented
tie
24
15
Under Represented
Under Represented
13
Under Represented
b-8
23
Under Represented
f-4
23
Under Represented
e-4
15
Under Represented
g-4
19
Under Represented
15
Under Represented
13
Under Represented
12
Under Represented
10
Under Represented
14
Under Represented
15
Under Represented
d-4
33
Under Represented
11
Under Represented
c-4
30
a-4
21
Under Represented
b-4
21
Under Represented
f-2
10
Under Represented
g-2
13
Under Represented
a-2
10
Under Represented
e-2
9
Under Represented
d-2
10
Under Represented
c-2
5
Under Represented
8
Under Represented
c-1
7
Under Represented
d-1
8
Under Represented
e-1
4
Under Represented
a-1
5
Under Represented
b-2
6
Under Represented
g-1
5
Under Represented
b-1
3
Under Represented
f-1
6
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
31
25
24
29
24
20
26
23
10
a-8
8
g-8
15
f-8
8
d-8
9
c-8
24
e-8
8
18
16
tie
2
Under Represented
0
Missing
Under Represented
16
b-8
9
f-4
4
Under Represented
e-4
4
Under Represented
g-4
4
Under Represented
4
Under Represented
4
Under Represented
4
Under Represented
4
Under Represented
4
Under Represented
4
Under Represented
d-4
4
Under Represented
Under Represented
3
Under Represented
c-4
4
Under Represented
a-4
3
Under Represented
b-4
2
Under Represented
f-2
2
Under Represented
g-2
2
Under Represented
a-2
2
Under Represented
e-2
2
Under Represented
d-2
2
Under Represented
c-2
2
Under Represented
2
Under Represented
c-1
2
Under Represented
d-1
2
Under Represented
e-1
2
Under Represented
a-1
2
Under Represented
b-2
1
Under Represented
g-1
2
Under Represented
b-1
1
Under Represented
f-1
2
Under Represented
Under Represented
Under Represented
Missing
Under Represented
Under Represented
Missing
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 (1024x1024).

1
310
84
> 1024x1024
1024px
1024px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

square
310
extremely wide
85
> 2.5:1

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
d-4 (62)
b-2 (14)
c-4 (59)
e-1 (16)
16rest (157)
c-32 (71)
d-32 (72)
b-32 (60)
g-32 (78)
c-16 (726)
a-32 (66)
f-32 (73)
e-32 (75)
f-1 (13)
key_C-Am (310)
clef_treble (311)
8rest (143)
tie (141)
sharp (358)
barline (909)
d-8 (270)
d-16 (505)
a-8 (338)
a-16 (707)
g-8 (327)
g-16 (727)
b-16 (644)
e-16 (673)
f-16 (546)
flat (120)
c-8 (182)
dynamics_crescendo (114)
f-2 (33)
b-4 (34)
a-4 (47)
4rest (104)
a-1 (15)
f-4 (89)
g-2 (29)
a-2 (28)
dynamics_forte (62)
e-4 (82)
g-4 (80)
b-8 (104)
f-8 (294)
e-2 (28)
barline_end (7)
trill (22)
dynamics_diminuendo (9)
fermata (3)
e-8 (167)
b-1 (13)
c-1 (18)
d-1 (16)
natural (3)
g-1 (14)
triplet (6)
c-2 (23)
d-2 (24)
dynamics_mezzoforte (4)
dynamics_piano (4)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
d-4
b-2
c-4
e-1
16rest
c-32
d-32
b-32
g-32
c-16
a-32
f-32
e-32
f-1
key_C-Am
clef_treble
8rest
tie
sharp
barline
d-8
d-16
a-8
a-16
g-8
g-16
b-16
e-16
f-16
flat
c-8
dynamics_crescendo
f-2
b-4
a-4
4rest
a-1
f-4
g-2
a-2
dynamics_forte
e-4
g-4
b-8
f-8
e-2
barline_end
trill
dynamics_diminuendo
fermata
e-8
b-1
c-1
d-1
natural
g-1
triplet
c-2
d-2
dynamics_mezzoforte
dynamics_piano
    133 imgs
    66.5
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

Similar Projects

See More