TRY THIS MODEL
Drop image here to test
vietnam-traffic-sign-detection-2i2j8/5 (latest)
Dataset Analytics
Generated on May 30, 2023 at 7:33 pm.
Number of Images
3,680
Number of Annotations
5,894
Average Image Size
2.07 mp
Median Image Ratio
1920x1080
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
1,241
816
702
267
267
249
232
159
148
110
106
99
93
85
84
83
82
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
68
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
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
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
52
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
47
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
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
31
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
31
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
31
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
24
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
23
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
22
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
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
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
7
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
7
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
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 (1920x1080).
3,680
> 1024x1024
1920px
1080px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
181
wide
3,499
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
S.509a (82)
P.124a (70)
P.131a (702)
P.130 (816)
P.127 (1,241)
W.207b (232)
P.137 (15)
W.245a (159)
W.224 (267)
P.123b (99)
P.106a (83)
R.407a (57)
W.203c (22)
W.201a (106)
W.207a (60)
P.117 (148)
DP.135 (19)
P.103c (84)
P.106b (110)
W.225 (68)
R.302b (31)
P.103a (52)
R.302a (249)
P.102 (267)
W.209 (18)
P.103b (11)
W.207c (60)
W.205a (52)
P.124b (7)
W.205d (47)
W.201b (85)
W.208 (29)
W.202b (29)
R.409 (40)
P.112 (19)
P.115 (18)
W.203b (23)
R.301c (23)
W.202a (31)
W.210 (31)
R.301d (18)
P.104 (39)
R.303 (54)
R.301e (16)
W.233 (24)
W.219 (7)
P.125 (2)
P.128 (4)
P.123a (13)
P.245a (1)
P.107a (15)
W.227 (18)
R.434 (93)
R.425 (8)
P.124c (12)
W.221b (2)
W.205b (5)
W.235 (1)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
S.509a
P.124a
P.131a
P.130
P.127
W.207b
P.137
W.245a
W.224
P.123b
P.106a
R.407a
W.203c
W.201a
W.207a
P.117
DP.135
P.103c
P.106b
W.225
R.302b
P.103a
R.302a
P.102
W.209
P.103b
W.207c
W.205a
P.124b
W.205d
W.201b
W.208
W.202b
R.409
P.112
P.115
W.203b
R.301c
W.202a
W.210
R.301d
P.104
R.303
R.301e
W.233
W.219
P.125
P.128
P.123a
P.245a
P.107a
W.227
R.434
R.425
P.124c
W.221b
W.205b
W.235
-
0
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
1413 imgs
706.5