Dataset Analytics

Generated on December 06, 2023 at 3:46 pm.

Number of Images

9,747

Number of Annotations

13,650

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
7,561
0
2,799
1,463
MP7
607
Under Represented
461
Under Represented
399
Under Represented
206
Under Represented
126
Under Represented
Under Represented
Under Represented
6517
0
2362
1008
MP7
426
Under Represented
328
Under Represented
399
Under Represented
145
Under Represented
87
Under Represented
Under Represented
Under Represented
679
0
248
303
MP7
120
Under Represented
0
Missing
42
Under Represented
24
Under Represented
Under Represented
Under Represented
365
0
189
152
MP7
61
Under Represented
Under Represented
0
Missing
19
Under Represented
15
Under Represented
Under Represented
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 (640x640).

3,042
3,284
3,421
> 1024x1024
640px
640px

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

square
6,326
wide
3,421

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

0 (2,799)
all
person (7,561)
Tree (1,463)
MP7 (607)
Rolex (206)
MW2_body (461)
body (399)
Bullet Shell (14)
Shotgun Ammo (14)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

0
all
person
Tree
MP7
Rolex
MW2_body
body
Bullet Shell
Shotgun Ammo
    6216 imgs
    3108
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
Count of all objects

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