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Switch Board Object Identification

Object Detection

Dataset Analytics

Generated on May 10, 2022 at 8:02 pm.

Number of Images

0 missing annotations

0 null examples

Number of Annotations

247

4.8 per image (average)

Across 3 classes

Average Image Size

0.05 mp

from to 0.02 mp

to 0.25 mp

Median Image Ratio

242x218

wide

Class Balance

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

Classes

switch

160

socket

regulator

Add more images with this class to improve the model's ability to learn and predict it.

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 (242x218).

small

medium

242px

218px

Aspect Ratio Distribution

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

tall

square

wide

Annotation Heatmap

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

all

socket (70)

switch (160)

regulator (17)

Histogram of Object Count by Image

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

all

socket

switch

regulator

21 imgs

10.5

1
2-3
4-5
6-7
8-9
10-11
12-13
14-15

Count of all objects

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