Photo sketching dataset

[ASLManasa]

ML-Crate Repository (Proposing new issue)

:red_circle: Project Title : Photo sketching dataset :red_circle: Aim : To build a model that can develop sketches automatically from the images. This will take an image as an input and generate a sketch image using computer vision techniques. :red_circle: Dataset : https://www.kaggle.com/wanghaohan/imagenetsketch :red_circle: Approach : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.

Hello, ML-Crate contributors, this issue is only for the contribution purposes and allocated only to the participants of SWOC 2.0 Open Source Program.

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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.
• A Demo Project has been created to guide you about the whole structure of presenting the Project in this repository. Here's the link of the Demo Project - https://github.com/abhisheks008/ML-Crate/tree/main/Project-Demo-Folder

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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.
• This issue is only for 'SWOC' contributors of 'ML-Crate' project.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name :
• GitHub Profile Link :
• Participant ID :
• Approach for this Project :
• Are you a participant of SWOC 2.0?
  • [ ] YES
  • [ ] No

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Happy Contributing 🚀

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

[tandrimasingha]

Name-Tandrima Singha Github Link-https://github.com/tandrimasingha Participant ID-1044 Approach- Use OpenCV library to convert image to sketch and check which algorithm works best for Photo Sketching Dataset. Are you a participant of SWOC? Yes

[ASLManasa]

@tandrimasingha assigning to you try to complete with 3 days.

[tandrimasingha]

please Sir can you unassign this to me and assign the second topic. Sorry for this

[krishna-NIT]

I want to work on this!

Full name: Shrikrushna Bhagwat GitHub Profile Link: https://github.com/krishna-NIT Participant ID: 930 Approach for this Project: Using OpenCV and then will try with different algo Are you a participant of SWOC 2.0? YES

[ASLManasa]

@krishna-NIT assigning to you. Try to complete with 3 days.

[krishna-NIT]

@ASLManasa Can you provide me ways or names of some algo to use here?

[ASLManasa]

@krishna-NIT Do check the Kaggle code section you may get some idea, discussion section also. (GAN's) are used.

[ASLManasa]

@krishna-NIT You don't want to work on this project?

[krishna-NIT]

@ASLManasa I am bit confused, what will be there in data folder because Kaggle data set has already converted to sketch images

[Venkatakrishnan-Ramesh]

Full name : Venkatakrishnan R GitHub Profile Link :https://github.com/Cody-coder017 Participant ID : 1104 Approach for this Project : Trying to play around Style GAN I would like to work on this issue Are you a participant of SWOC 2.0? YES

[ASLManasa]

@Cody-coder017 assigning to you. Try to complete with 3 days.

[abhisheks008]

@Cody-coder017 what's update here?

[Venkatakrishnan-Ramesh]

work is going ,the work is slow because I got high fever so takes longer time than expected

[Venkatakrishnan-Ramesh]

can I be unassigned , since my health is bad as of now

[Adi9235]

I want to work on this issue under JWOC

[abhisheks008]

Follow the guidelines of the issue and comment out properly @Adi9235

[Adi9235]

• Full name : Aditya Tomar
• Github Profile Link : https://github.com/Adi9235
• Approach for this Project : To create ML models after data analysis and explanatory data analysis also
• Are you a participant of SWOC 2.0?
  • [x] No

[abhisheks008]

One issue at a time @Adi9235