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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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[EXE] Creating a CNN for classification #154

Open pranavkhekare opened 3 years ago

pranavkhekare commented 3 years ago

Learning Goals

  1. Image dataset generation from images collected around the web
  2. Building a convolutional neural network (Pytorch and keras) for classification

Exercise Statement

Design and apply a simple convolutional neural network for binary classification

Prerequisites

Convolutional neural networks, supervised learning, OpenCV

Data source/summary:

Will implement classification on concrete cracks-nocracks dataset Dataset name: SDNet (https://digitalcommons.usu.edu/all_datasets/48/)

(Optional) Suggest/Propose Solutions

I have the solution using Keras (It will be quite easy to create the same using Pytorch), will be happy to create pull request to include the exercise statement/solution.

pingo9o1 commented 3 years ago

Hello, I would like to contribute to this issue. Can you assign this to me, or should I directly fork the repo and make a PR? Thank You.