Sea Animals Detection using Deep Neural Networks about dl-simplified HOT 19 CLOSED

Hi @abhisheks008
Thank you so much for understanding. I will definitely be working on it every chance I get and will keep you updated

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Issue assigned to you @PiyushBL45t

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Is this the one you are talking about?
@PiyushBL45t

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You can edit this issue template and start working on it. Make sure you complete it within the deadline.

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Can you clarify more about it?

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I would like to work on this issue. Can you please clarify what 'detection' encompasses? Does it mean to 'classify sea animals' ?

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Yes. Can you please share the approach for solving this issue/project?
@Surya735

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Hi @abhisheks008,
My initial approach would be using self supervised learning for classification and would consist of the following:

1. A convolutional network to learn features, constrained to allow the features to project data points onto lower dimensional manifolds

2. A second network that focuses on classification of data points on the basis of the manifolds on which the feature vectors obtained from above lie

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Hi @Surya735 it is a nice approach for solving this issue. Try to implement 3-4 deep learning methods and make a comparison to find out the best fitted model based on the accuracy scores of the models generated. You can check out the existing projects in this repository to get an idea about the same.

Issue assigned to you under OSEN. Go ahead!

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Thank you for assigning the issue to me @abhisheks008

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Hi @Surya735, updates on this issue?

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Hey @abhisheks008 ,

I have finished the necessary literature review and will begin working on the code now.
Although I have my end semester exams starting shortly prior to which I have a round of mini project submissions for various subjects. So unfortunately I won't have a lot of time to work on it currently and I really hope that's not an issue because I would genuinely love to contribute to the issue. Are you looking at any deadline on this?

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Hi @Surya735, there is no such deadline from my side. But as you are a part of a particular program, I believe following the deadline of OSEN comes under code of conduct, which you should follow.

Anyways take your time and all the best for your semester exams. Good luck!

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This issue will not be considered under CollabCode Open Source event organized by OSEN as the program ends on November 20th, 2023.

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Full name : Aindree Chatterjee
GitHub Profile Link : https://www.github.com/aindree-2005
Email ID : [email protected]
Approach for this Project : Using CNNS and data augmentation
What is your participant role? CodePeak
@abhisheks008 can I work on this?

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Issue assigned to you @aindree-2005

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