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Handwritten digits classification using nodejs and tensorflowjs.

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manpreet2000/mnist-classification-tfjs

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MNIST Classification

Example

Fashion MNIST Classification

Example

MNIST Classification is a <software> that allows <hand-written-images> to get <classify>

MNIST dataset contain Hand-written images from categories 0 to 9, in 28 * 28 pixel. Fashion MNIST classification contains images of objects such as bags, shirts, sneakers, etc.

Prerequisites

Before you begin, ensure you have met the following requirements:

  • To run this project you need to use Server( as this project has been developed locally). Add extention for respective browser.
  • For chrome

Runtime

To use mnist classification, follow these steps:

<Run server>
open <mnist.html> in browser

To use Fashion mnist classification, follow these steps:

<Run server>
<go to fashion mnist folder>
open <main.html> in browser

After training of model it will automatically let you draw on canvas.

Contributions

Any type of contribution is welcome.

Contact

If you want to contact me you can reach me at [email protected].

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Handwritten digits classification using nodejs and tensorflowjs.

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