3D Human Pose Estimation Using Deep learning

[alo7lika]

Deep Learning Simplified Repository (Proposing new issue)

🔴 Project Title: 3D Human Pose Estimation using Deep Learning
🔴 Aim: To predict 3D coordinates of human body joints from 2D images.
🔴 Dataset: Synthetic dataset generated using 2D pose data and corresponding 3D coordinates.
🔴 Approach: Utilize 3-4 algorithms such as CNNs for image processing and regression networks for 3D coordinate prediction. Compare accuracy scores to determine the best-performing model. Perform exploratory data analysis (EDA) prior to model creation.

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📍 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 on other machines.
• Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

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🔴🟡 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 the issue number along with it.
• Follow Contributing Guidelines & Code of Conduct before you start contributing.

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✅ To be Mentioned while taking the issue:

• Full name: Alolika Bhowmik
• GitHub Profile Link: https://github.com/alo7lika
• Email ID: [email protected]
• Participant ID (if applicable): GSSOC Contributor
• Approach for this Project: Use CNNs and regression networks for 3D human pose estimation.
• What is your participant role? (Mention the Open Source program): GSSOC Contributor

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Happy Contributing 🚀

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

[github-actions]

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

[alo7lika]

Assign me the task under GSSOC EXT 24 and HACKTOBERFEST @abhisheks008

[abhisheks008]

Similar problem statement is already present in this repository hence closing this issue as duplicate.