[EXE] Creating a CNN for classification
pranavkhekare opened this issue · comments
Learning Goals
- Image dataset generation from images collected around the web
- 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.
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.