Endangered Right Whales Classification

[abhisheks008]

ML-Crate Repository (Proposing new issue)

:red_circle: Project Title : Endangered Right Whales Classification :red_circle: Aim : This project will help us in recognizing and classifying the endangered right whales from the dataset provided. :red_circle: Dataset : https://www.kaggle.com/c/noaa-right-whale-recognition/data :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.

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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.
• This issue is only for 'SWOC' and 'JWOC' 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 (If not, then put NA) :
• Approach for this Project :
• What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.)

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Happy Contributing 🚀

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

[guneshm11]

Hello I would like to work on this project. Please assign it to me Full name : Gunesh Mahajan GitHub Profile Link : https://github.com/guneshm11 Participant ID (If not, then put NA) : NA Approach for this Project : 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. What is your participant role? - Contributor

[abhisheks008]

Work on one issue at a time.

[Cgarg9]

is this issue not for kwoc?

[abhisheks008]

Please follow the template for sharing the approach you want to take to solve this issue,

✅ To be Mentioned while taking the issue :

Full name : GitHub Profile Link : Participant ID (If not, then put NA) : Approach for this Project : What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.)

@Cgarg9

[Cgarg9]

Full name : Chirag Garg GitHub Profile Link : https://github.com/Cgarg9 Participant ID (If not, then put NA) : Approach for this Project : start with basic classifiers like KNN and then move on to decision trees and random forests. What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.): KWOC

I am not sure where to look for the participant id.. please help with that

[abhisheks008]

Hi @Cgarg9, I liked the enthusiasm you have for solving the issues. But as per the code of conduct, contributors can work on one issue at a time. Once you finish the previous issue, it will be assigned to you.

[kausthub-kannan]

Full name: Kausthub Kannan GitHub Profile Link : kausthub-kannan Participant ID (If not, then put NA): NA Approach for this Project: Perform classification using various models such as ResNet, InceptionV3, MobileNet etc What is your participant role? KWOC23

I would like to work on the issue

[abhisheks008]

Issue assigned to you @kausthub-kannan

[abhisheks008]

Hi @kausthub-kannan any update on this issue?

[kausthub-kannan]

Hi, I am working on it (training) will update it by this week

[kausthub-kannan]

@abhisheks008 sorry I was unable to complete it by time

[abhisheks008]

No problem. Complete it before the final deadline of 9th Jan.

[pawaspy]

Hey, Abhishek nice to meet you again. I want to contribute to this project. Full name : Pawas Pandey GitHub Profile Link : github.com/pawaspy Participant ID (If not, then put NA) : NA Approach for this Project : I will use different deep learning models to create a face detection app for the whales, such MobileNetv2, etc. What is your participant role? (Mention the Open Source Program name. Eg. HRSoC, GSSoC, GSOC etc.): SSOC

[abhisheks008]

Can you please mention the models you are planning to implement here for this dataset? @pawaspy

[pawaspy]

I have already mentioned it. It's mobile v2 net, vgg or cnn.

[abhisheks008]

Assigned @pawaspy