Cat-Dog Image Classification

[swati-singh23]

Project Proposal: Cat and Dog Image Classification

Description: This project aims to develop a machine learning model that can classify images of cats and dogs. It will involve collecting a dataset, preprocessing the images, building and training a neural network, and evaluating its performance.

Objectives:

• Collect and preprocess a dataset of cat and dog images.
• Build a neural network using a framework like TensorFlow and Keras.
• Train the model and optimize its performance.
• Evaluate the model on a test set and report the results.
• Create documentation and a tutorial for future contributors.

Skills Required:

• Python programming
• Machine learning and deep learning
• Experience with TensorFlow and Keras.
• Data preprocessing

Tasks:

• [ ] Collect and preprocess the dataset.
• [ ] Develop the model architecture.
• [ ] Train and evaluate the model.
• [ ] Optimize model performance.
• [ ] Document the process and create a tutorial.

Expected Outcomes:

• A trained model that can accurately classify images of cats and dogs.
• Comprehensive documentation and a tutorial for new contributors.

@Niketkumardheeryan , I request You to assign me this issue . I am ready to contribute as a GSSoC24 Contributor. Thank You

[github-actions[bot]]

Thanks for creating the issue,Please read the Pinned issued first and Readme.md in each Pull Request you made. Keep learning...

[swati-singh23]

@Niketkumardheeryan , I didn't make any pull request till ,this is my first time here and sorry but I can't understand what you want to say . Can you please elaborate a little bit more ??

[Shouryabhardwajj]

I am interested in this issue. Please assign me this