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
10,777
1,918
1,771
1,129
1,013
895
695
634
623
540
427
424
414
411
407
372
371
370
367
365
354
342
341
328
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
327
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
325
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
314
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
312
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
310
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
299
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
288
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
285
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
284
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
283
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
283
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
274
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
272
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
267
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
267
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
266
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
262
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
261
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
260
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
253
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
252
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
252
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
241
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
236
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
232
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
231
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
225
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
225
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
218
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
215
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
202
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
190
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
190
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
179
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
179
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
177
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
163
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
153
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
148
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
145
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
143
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
143
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
126
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
115
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
106
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
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
69
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
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
36
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
9
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 (640x480).
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
-
0
-
1
-
2-8
-
9-15
-
16-22
-
23-29
-
30-36
-
37-43
-
44-50
-
51-57
-
58-64
2836 imgs
1418