Dataset Analytics

Generated on January 29, 2024 at 7:32 pm.

Number of Images

400

Number of Annotations

1,170

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
322
315
191
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
322
315
191
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
Missing
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).

46
325
29
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
37
square
235
wide
128

Annotation Heatmap

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

all
1 HardHat (322)
9 Gloves (315)
11 Boot (191)
2 NO-HardHat (57)
5 SafetyGlasses (108)
0 Person (67)
6 NO-SafetyGlasses (38)
12 NO-Boot (11)
10 NO-Gloves (52)
13 SafetyHarness (9)

Histogram of Object Count by Image

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

all
1 HardHat
9 Gloves
11 Boot
2 NO-HardHat
5 SafetyGlasses
0 Person
6 NO-SafetyGlasses
12 NO-Boot
10 NO-Gloves
13 SafetyHarness
    165 imgs
    82.5
  • 1
  • 2-4
  • 5-7
  • 8-10
  • 11-13
  • 14-16
  • 17-19
  • 20-22
Count of all objects

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