[Project Addition]:Framing the Future

[manishh12]

Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : Framing the Future(Image to Video)
:red_circle: Aim : The aim of this project is that we will be generating sequence of frames from a single frame which can be combined together to make video from a single frame.
:red_circle: Dataset :http://www.cs.toronto.edu/~nitish/unsupervised_video/
:red_circle: Approach : For now i will be implementing ConvLstm to generate the frames.

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

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: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.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name : Manish Kumar Gupta
• GitHub Profile Link : https://github.com/manishh12
• Email ID :manishdid360@gmail.com
• Participant ID (if applicable):manishh12
• Approach for this Project :I'll utilize ConvLSTM to produce subsequent frames, assessing the quality of the generated images through the Signal-to-Noise Ratio (SNR) metric.
• What is your participant role? (Mention the Open Source program)Contributor in GSSOC'24

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Happy Contributing 🚀

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

[abhisheks008]

One issue at a time.

[manishh12]

@abhisheks008 I would like to work on this issue, but currently, I can only implement one model. There are no references available that demonstrate how to generate multiple further frames from a single frame. This will be a challenging part for me as I start this project from scratch.

[abhisheks008]

Go ahead. Let's see how much close you can reach to the optimum goal. Assigned to you @manishh12

[github-actions[bot]]

Hello @manishh12! Your issue #604 has been closed. Thank you for your contribution!