Dataset Analytics

Generated on October 11, 2024 at 5:27 am.

Number of Images

415

Number of Annotations

597

Average Image Size

12.00 mp

Median Image Ratio

3000x4000
tall

Class Balance

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

Classes

all
train
valid
test
187
137
Tip
137
Under Represented
Under Represented
129
96
Tip
96
Under Represented
Under Represented
41
27
Tip
27
Under Represented
Under Represented
17
14
Tip
14
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 (3000x4000).

3
54
358
> 1024x1024
3000px
4000px

Aspect Ratio Distribution

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

tall
385
square
30

Annotation Heatmap

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

all
ArUCO (187)
Base (137)
Tip (137)
Open-Lever (80)
Closed-Lever (56)

Histogram of Object Count by Image

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

all
ArUCO
Base
Tip
Open-Lever
Closed-Lever
    231 imgs
    115.5
  • 0
  • 1
  • 2
Count of all objects

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