Dataset Analytics

Generated on January 07, 2024 at 10:09 am.

Number of Images

791

Number of Annotations

3,996

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
1,570
503
436
430
415
200
Under Represented
Under Represented
338
301
297
282
121
Under Represented
Under Represented
109
88
87
87
50
Under Represented
Under Represented
56
47
46
46
29
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 (1920x1080).

361
430
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

square
353
wide
438

Annotation Heatmap

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

all
ampoule (430)
rubberstoppers (47)
syringe (503)
basin (436)
sheet aluminum (395)
alcohol pads (1,570)
diluent (415)
needle (200)

Histogram of Object Count by Image

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

all
ampoule
rubberstoppers
syringe
basin
sheet aluminum
alcohol pads
diluent
needle
    303 imgs
    151.5
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

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