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pool

Concerned Capybara answered on December 17, 2021 Popularity 1/10 Helpfulness 1/10

answer pool

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-Area to work with

Length:
90 feet
30 metres
1 qrt = 14 metres

Width:
39 feet
13 metres
1 qrt = 12 metres

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Contributed on Dec 17 2021

Concerned Capybara

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- Size of the region in the input that produces a pixel value in the activation map
- The larger the receptive field, the more information the activation map contains about the entire image
- We can increase the receptive fields by adding more layers
- This requires less parameters than increasing kernel size
- Pooling:
    - increases the receptive field 
    - reduces the number of parameters
    - preserves important features
    - makes images immutable to smaller changes

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Contributed on May 25 2023

Innocent Iguana

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pooling

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- Retains the information within a specified region 
- Collects spatial variants that helps the neural network to identify patterns in images
- Reduce the dimension by pooling out the sumarized information
- Max pooling : Pool out the max value in the specified region
- Average pooling : Pool out the average value in the specified region

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Contributed on Apr 29 2023

Innocent Iguana

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pool

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