https://github.com/lucaangioloni/mnist_task

Learn a task like sum, abs_diff, eucl_dist with MNIST pairs
https://github.com/lucaangioloni/mnist_task

cnn keras-tensorflow machine-learning mnist mnist-pairs model regression

Last synced: over 1 year ago
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Learn a task like sum, abs_diff, eucl_dist with MNIST pairs

• Host: GitHub
• URL: https://github.com/lucaangioloni/mnist_task
• Owner: LucaAngioloni
• License: mit
• Created: 2020-01-11T16:17:16.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2020-01-11T17:00:04.000Z (over 6 years ago)
• Last Synced: 2025-02-03T11:23:48.454Z (over 1 year ago)
• Topics: cnn, keras-tensorflow, machine-learning, mnist, mnist-pairs, model, regression
• Language: Python
• Size: 14.6 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# MNIST_task

Learn a task like sum, abs_diff, eucl_dist with MNIST pairs.

The model is a siamese-like CNN implemented with Tensorflow/Keras.

## Task

The model learns to compute the following tasks:

![alt text](img/ex_img.png)

## Requirements

| Software       | Version        | Required |

| -------------- |:--------------:| --------:|

| **Python**     |     >= 3.5     |    Yes   |

| **Numpy**      |Tested on v1.17 |    Yes   |

| **Tensorflow** |Tested on v2.0.0|    Yes   |

| **str2bool**   |     >= 1.0     |    Yes   |