Dataset Analytics
Generated on March 27, 2024 at 9:28 am.
Number of Images
2,297
Number of Annotations
4,450
Average Image Size
0.14 mp
Median Image Ratio
500x270
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
618
572
535
376
254
242
237
195
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
193
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
180
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
172
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
171
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
170
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
166
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
132
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
111
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
414
406
383
257
182
171
177
141
117
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
122
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
111
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
120
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
89
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
91
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
83
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
115
118
100
69
53
51
39
37
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
49
36
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
38
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
32
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
27
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
25
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
89
48
52
50
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
21
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
27
22
12
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
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
14
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
10
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
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 (500x270).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
61
square
3
wide
2,233
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (172)
1 (237)
2 (171)
3 (132)
4 (193)
5 (618)
6 (535)
7 (180)
8 (376)
9 (254)
10 (242)
11 (166)
12 (572)
13 (126)
14 (111)
15 (195)
16 (170)
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
all
-
1
-
2
-
3
-
4
-
5
-
6
-
7
956 imgs
478