Dataset Analytics
Generated on November 20, 2023 at 10:04 pm.
Number of Images
7,737
Number of Annotations
27,086
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,083
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Under Represented
577
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Under Represented
319
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Under Represented
303
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Under Represented
243
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Under Represented
146
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Under Represented
117
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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Under Represented
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
59
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Under Represented
19
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Under Represented
13
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Under Represented
4
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Under Represented
764
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Under Represented
407
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Under Represented
211
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Under Represented
224
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Under Represented
172
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Under Represented
100
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Under Represented
89
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
59
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Under Represented
41
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Under Represented
16
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Under Represented
9
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Under Represented
4
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Under Represented
195
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
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
42
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
39
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Under Represented
29
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Under Represented
21
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Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
4
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Under Represented
12
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Under Represented
1
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Under Represented
3
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Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
124
55
37
32
17
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Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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
6
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
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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 (640x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
140
square
5,633
wide
1,962
very wide
1
> 1.5:1
extremely wide
1
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
CCTV Curation Dataset PoC - v4 Unaugmented v1 (8,919)
Mock School Shooting - v1 2023-11-20 10:44pm (2,046)
============================== (13,076)
Guns perspective (319)
Handgun (1,083)
robber (303)
weapon (243)
normal person (92)
guns (4)
rifle (59)
pistol (146)
shotgun (13)
Long guns (117)
al (19)
pistols (70)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
CCTV Curation Dataset PoC - v4 Unaugmented v1
Mock School Shooting - v1 2023-11-20 10:44pm
==============================
Guns perspective
Handgun
robber
weapon
normal person
guns
rifle
pistol
shotgun
Long guns
al
pistols
-
0
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
-
23-25
-
26-28
-
29-31
3197 imgs
1598.5