Dataset Analytics

Generated on August 19, 2022 at 5:21 pm.

Number of Images

5,000

Number of Annotations

36,335

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

0
10,777
2
1,918
56
1,771
73
1,129
39
1,013
41
895
60
695
9
634
45
623
26
540
14
427
8
424
7
414
13
411
25
407
19
372
24
371
46
370
3
367
51
365
18
354
58
342
40
341
54
328
Under Represented
33
327
Under Represented
43
325
Under Represented
1
314
Under Represented
50
312
Under Represented
55
310
Under Represented
28
299
Under Represented
62
288
Under Represented
49
285
Under Represented
53
284
Under Represented
5
283
Under Represented
65
283
Under Represented
75
274
Under Represented
17
272
Under Represented
37
267
Under Represented
74
267
Under Represented
22
266
Under Represented
67
262
Under Represented
57
261
Under Represented
32
260
Under Represented
44
253
Under Represented
20
252
Under Represented
27
252
Under Represented
30
241
Under Represented
47
236
Under Represented
23
232
Under Represented
63
231
Under Represented
38
225
Under Represented
71
225
Under Represented
16
218
Under Represented
42
215
Under Represented
15
202
Under Represented
6
190
Under Represented
77
190
Under Represented
36
179
Under Represented
61
179
Under Represented
48
177
Under Represented
59
163
Under Represented
66
153
Under Represented
35
148
Under Represented
34
145
Under Represented
4
143
Under Represented
69
143
Under Represented
72
126
Under Represented
52
125
Under Represented
29
115
Under Represented
64
106
Under Represented
10
101
Under Represented
11
75
Under Represented
21
71
Under Represented
31
69
Under Represented
12
60
Under Represented
79
57
Under Represented
68
55
Under Represented
76
36
Under Represented
78
11
Under Represented
70
9
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 (640x480).

5
1,117
3,878
640px
480px

Aspect Ratio Distribution

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

tall
1,208
square
204
wide
3,573
very wide
10
> 1.5:1
extremely wide
5
> 2.5:1

Annotation Heatmap

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

0 (10,777)
1 (314)
2 (1,918)
3 (367)
4 (143)
5 (283)
6 (190)
7 (414)
8 (424)
9 (634)
10 (101)
11 (75)
12 (60)
13 (411)
14 (427)
15 (202)
16 (218)
17 (272)
18 (354)
19 (372)
20 (252)
21 (71)
22 (266)
23 (232)
24 (371)
25 (407)
26 (540)
27 (252)
28 (299)
29 (115)
30 (241)
31 (69)
32 (260)
33 (327)
34 (145)
35 (148)
36 (179)
37 (267)
38 (225)
39 (1,013)
40 (341)
41 (895)
42 (215)
43 (325)
44 (253)
45 (623)
46 (370)
47 (236)
48 (177)
49 (285)
50 (312)
51 (365)
52 (125)
53 (284)
54 (328)
55 (310)
56 (1,771)
57 (261)
58 (342)
59 (163)
60 (695)
61 (179)
62 (288)
63 (231)
64 (106)
65 (283)
66 (153)
67 (262)
68 (55)
69 (143)
70 (9)
71 (225)
72 (126)
73 (1,129)
74 (267)
75 (274)
76 (36)
77 (190)
78 (11)
79 (57)
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
    2836 imgs
    1418
  • 0
  • 1
  • 2-8
  • 9-15
  • 16-22
  • 23-29
  • 30-36
  • 37-43
  • 44-50
  • 51-57
  • 58-64
Count of all objects

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