Dataset Analytics

Generated on July 01, 2024 at 7:39 am.

Number of Images

2,360

Number of Annotations

3,358

Average Image Size

0.92 mp

Median Image Ratio

1280x720
wide

Class Balance

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

Classes

all
train
valid
test
8
642
34
583
7
222
31
182
20
175
47
129
15
123
33
103
5
102
21
91
46
79
41
64
4
53
10
48
Under Represented
17
46
Under Represented
1
36
Under Represented
19
35
Under Represented
0
31
Under Represented
18
30
Under Represented
43
30
Under Represented
45
30
Under Represented
36
28
Under Represented
3
27
Under Represented
23
26
Under Represented
13
25
Under Represented
30
24
Under Represented
38
24
Under Represented
9
24
Under Represented
25
23
Under Represented
14
21
Under Represented
44
19
Under Represented
6
19
Under Represented
22
18
Under Represented
48
17
Under Represented
50
17
Under Represented
11
16
Under Represented
16
16
Under Represented
12
15
Under Represented
2
15
Under Represented
24
15
Under Represented
27
14
Under Represented
35
14
Under Represented
26
13
Under Represented
29
13
Under Represented
49
13
Under Represented
51
12
Under Represented
32
11
Under Represented
42
11
Under Represented
39
10
Under Represented
40
10
Under Represented
37
8
Under Represented
28
6
Under Represented
8
642
34
583
7
222
31
182
20
175
47
129
15
123
33
103
5
102
21
91
46
79
41
64
4
53
10
48
Under Represented
17
46
Under Represented
1
36
Under Represented
19
35
Under Represented
0
31
Under Represented
18
30
Under Represented
43
30
Under Represented
45
30
Under Represented
36
28
Under Represented
3
27
Under Represented
23
26
Under Represented
13
25
Under Represented
30
24
Under Represented
38
24
Under Represented
9
24
Under Represented
25
23
Under Represented
14
21
Under Represented
44
19
Under Represented
6
19
Under Represented
22
18
Under Represented
48
17
Under Represented
50
17
Under Represented
11
16
Under Represented
16
16
Under Represented
12
15
Under Represented
2
15
Under Represented
24
15
Under Represented
27
14
Under Represented
35
14
Under Represented
26
13
Under Represented
29
13
Under Represented
49
13
Under Represented
51
12
Under Represented
32
11
Under Represented
42
11
Under Represented
39
10
Under Represented
40
10
Under Represented
37
8
Under Represented
28
6
Under Represented
8
0
Missing
34
0
Missing
7
0
Missing
31
0
Missing
20
0
Missing
47
0
Missing
15
0
Missing
33
0
Missing
5
0
Missing
21
0
Missing
46
0
Missing
41
0
Missing
4
0
Missing
10
0
Missing
17
0
Missing
1
0
Missing
19
0
Missing
0
0
Missing
18
0
Missing
43
0
Missing
45
0
Missing
36
0
Missing
3
0
Missing
23
0
Missing
13
0
Missing
30
0
Missing
38
0
Missing
9
0
Missing
25
0
Missing
14
0
Missing
44
0
Missing
6
0
Missing
22
0
Missing
48
0
Missing
50
0
Missing
11
0
Missing
16
0
Missing
12
0
Missing
2
0
Missing
24
0
Missing
27
0
Missing
35
0
Missing
26
0
Missing
29
0
Missing
49
0
Missing
51
0
Missing
32
0
Missing
42
0
Missing
39
0
Missing
40
0
Missing
37
0
Missing
28
0
Missing
8
0
Missing
34
0
Missing
7
0
Missing
31
0
Missing
20
0
Missing
47
0
Missing
15
0
Missing
33
0
Missing
5
0
Missing
21
0
Missing
46
0
Missing
41
0
Missing
4
0
Missing
10
0
Missing
17
0
Missing
1
0
Missing
19
0
Missing
0
0
Missing
18
0
Missing
43
0
Missing
45
0
Missing
36
0
Missing
3
0
Missing
23
0
Missing
13
0
Missing
30
0
Missing
38
0
Missing
9
0
Missing
25
0
Missing
14
0
Missing
44
0
Missing
6
0
Missing
22
0
Missing
48
0
Missing
50
0
Missing
11
0
Missing
16
0
Missing
12
0
Missing
2
0
Missing
24
0
Missing
27
0
Missing
35
0
Missing
26
0
Missing
29
0
Missing
49
0
Missing
51
0
Missing
32
0
Missing
42
0
Missing
39
0
Missing
40
0
Missing
37
0
Missing
28
0
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 (1280x720).

1,733
627
> 1024x1024
1280px
720px

Aspect Ratio Distribution

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

tall
20
wide
2,340

Annotation Heatmap

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

0 (31)
1 (36)
2 (15)
3 (27)
4 (53)
5 (102)
6 (19)
7 (222)
8 (642)
9 (24)
10 (48)
11 (16)
12 (15)
13 (25)
14 (21)
15 (123)
16 (16)
17 (46)
18 (30)
19 (35)
20 (175)
21 (91)
22 (18)
23 (26)
24 (15)
25 (23)
26 (13)
27 (14)
28 (6)
29 (13)
30 (24)
31 (182)
32 (11)
33 (103)
34 (583)
35 (14)
36 (28)
37 (8)
38 (24)
39 (10)
40 (10)
41 (64)
42 (11)
43 (30)
44 (19)
45 (30)
46 (79)
47 (129)
48 (17)
49 (13)
50 (17)
51 (12)
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
all
    1570 imgs
    785
  • 1
  • 2
  • 3
  • 4
  • 5
Count of all objects

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