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Image Classification using CIFAR 10 Dataset using DL

Open Ayushmaanagarwal1211 opened this issue 1 year ago • 6 comments
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Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : Image-Classification using CIFAR 10 dataset Using DL :red_circle: Aim :Implement different Convolutional Neural Networks (CNN) classifiers using GPU-enabled Tensorflow and Keras API Compare different CNN architectures :red_circle: Dataset : GPU-enabled Tensorflow Keras API :red_circle: Approach : Creating custom pynb code .


📍 Follow the Guidelines to Contribute in the Project :

  • You need to create a separate folder named as the Project Title.
  • Inside that folder, there will be four main components.
    • Images - To store the required images.
    • Dataset - To store the dataset or, information/source about the dataset.
    • Model - To store the machine learning model you've created using the dataset.
    • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
  • Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

:red_circle::yellow_circle: Points to Note :

  • The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
  • "Issue Title" and "PR Title should be the same. Include issue number along with it.
  • Follow Contributing Guidelines & Code of Conduct before start Contributing.

:white_check_mark: To be Mentioned while taking the issue :

  • Full name :
  • GitHub Profile Link :
  • Email ID :
  • Participant ID (if applicable):
  • Approach for this Project :
  • What is your participant role? (Mention the Open Source program)

Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

Ayushmaanagarwal1211 avatar Jun 08 '24 10:06 Ayushmaanagarwal1211

Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! 😊

github-actions[bot] avatar Jun 08 '24 10:06 github-actions[bot]

CIFAR 10 is huge dataset. Can you specify which genre of images you are planning to use here?

abhisheks008 avatar Jun 09 '24 04:06 abhisheks008

Is this issue up for grabs?

Gaurav-576 avatar Jun 26 '24 06:06 Gaurav-576

Closing this issue as duplicate.

abhisheks008 avatar Jun 26 '24 08:06 abhisheks008

Is this issue up for grabs??

thmshreyas avatar Mar 08 '25 11:03 thmshreyas

Yes it is, but for the contributors of JWOc 2025.

Is this issue up for grabs??

abhisheks008 avatar Mar 09 '25 03:03 abhisheks008