Parking Space Detection Based on Top-View

[abhisheks008]

Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : Parking Space Detection Based on Top-View
:red_circle: Aim : The aim is to detect the parking spaces from the top view using the given dataset.
:red_circle: Dataset : https://www.kaggle.com/datasets/loveffc/parking-space-detection-based-on-top-view
: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.

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:white_check_mark: To be Mentioned while taking the issue :

• Full name :
• GitHub Profile Link :
• Email ID :
• Participant ID (if applicable):
• Approach for this Project :
• What is your participant role? (Mention the Open Source program)

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Happy Contributing 🚀

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

[Himanshu8850]

Hello, I am new to ssoc and i would like to contribute in this issue, can you please assign this issue to me.

Full name: Himanshu Choudhary GitHub Profile Link : https://github.com/Himanshu8850 Email ID : 1130himanshu@gmail.com Participant ID (if applicable): Approach for this Project : I would be using techniques like edge detection, contour detection, deep learning-based feature extraction to extract relevant features from the images then i will train different machine learning models like SVM,CNN,Random forest etc. What is your participant role? I am partcipating through SSOC Season 3

[abhisheks008]

Hi @Himanshu8850 this project repo is currently participating in GSSOC 2024. This repo is not a part of the SSOC event.

[Himanshu8850]

i have also participated in gssoc.

[abhisheks008]

You have written that you are participating in SSOC, that's why I asked about the same.

Hello, I am new to ssoc and i would like to contribute in this issue, can you please assign this issue to me.

Full name: Himanshu Choudhary GitHub Profile Link : https://github.com/Himanshu8850 Email ID : 1130himanshu@gmail.com Participant ID (if applicable): Approach for this Project : I would be using techniques like edge detection, contour detection, deep learning-based feature extraction to extract relevant features from the images then i will train different machine learning models like SVM,CNN,Random forest etc. What is your participant role? I am partcipating through SSOC Season 3

[Himanshu8850]

Sorry for the confusion, but i have participated in both of them.

[abhisheks008]

Hi @Himanshu8850 as this project repo mainly focuses on deep learning projects it'll be better if you come up with deep learning models/algorithms for this project instead of machine learning models.

[Himanshu8850]

Sir, I am not familiar with deep learning models but will surely try my best to understand them and implement if you are okay to cooperate. deep learning models like CNN,prebuilt models like Mask RCNN built on Faster-RCNN etc.

[abhisheks008]

Hi @Himanshu8850 it would be better if you practice these things in a small project, before implementing those in a competitive event. You can find out the resources in the projects-intro channel of the GSSoC Discord Server.

[Suhani2]

Hey, @abhisheks008 I would like to contribute to this issue.

Full name : Suhani Gupta
GitHub Profile Link : https://github.com/Suhani2
Email ID : suhani_2021bcse018@nitsri.ac.in
Participant ID (if applicable):
Approach for this Project : I am thinking of using various pre trained object detection models such as YOLOv8, SSD or faster R-CNN to compare the accuracy scores.
What is your participant role? gssoc'24

[abhisheks008]

well! @Suhani2 issue assigned to you. Go ahead.