Dataset Analytics
Generated on August 19, 2022 at 3:23 pm.
Number of Images
80
Number of Annotations
27,015
Average Image Size
0.39 mp
Median Image Ratio
605x558
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
2,808
1,939
1,879
1,858
1,565
1,451
1,383
1,325
941
830
779
745
677
553
519
507
506
489
479
396
340
326
316
286
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Under Represented
262
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Under Represented
235
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
207
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
194
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
194
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
182
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
181
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
160
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
146
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
135
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
105
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
104
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
84
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
82
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
79
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
79
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
78
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
78
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
73
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
73
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
72
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
61
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
56
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
50
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
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
44
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
21
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
20
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
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
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
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 (605x558).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
21
square
4
wide
46
very wide
7
> 1.5:1
extremely wide
2
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
0 (194)
1 (262)
2 (286)
3 (106)
4 (79)
5 (73)
6 (82)
7 (73)
8 (50)
9 (72)
all
r (1,325)
e (2,808)
i (1,565)
C (143)
O (105)
P (104)
W (78)
T (207)
H (56)
U (44)
S (181)
D (79)
m (677)
A (215)
G (47)
Z (2)
N (84)
dot (396)
Y (45)
: (91)
- (507)
L (160)
F (71)
B (61)
Q (20)
comma (194)
V (21)
X (3)
j (31)
K (45)
_ (6)
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
all
r
e
i
C
O
P
W
T
H
U
S
D
m
A
G
Z
N
dot
Y
:
-
L
F
B
Q
comma
V
X
j
K
_
-
1
-
2-147
-
148-293
-
294-439
-
440-585
-
586-731
-
732-877
-
878-1023
-
1024-1169
-
1170-1315
-
1316-1461
34 imgs
17