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Niketkumardheeryan / ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.
MIT License
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[Project Addition] : Sports Image Classification #742

Closed aaradhyasinghgaur closed 1 month ago

aaradhyasinghgaur commented 1 month ago

Issue Title : [Project Addition] : Sports Image Classification

Info about the related issue (Aim of the project) : To classify 100 different Sports Images.
Name: Aaradhya Singh
GitHub ID: https://github.com/kyra-09
Email ID: [aaradhyasinghgaur@gmail.com](mailto:aaradhyasinghgaur@gmail.com)
Idenitfication: GSSOC-2024 Contributor

Closes: #704 Description of add-ons or changes I've made 📃

  1. ) Using various different available network architectures such as Xception , ResNet50 , VGG16 etc. to do catagorical classification for 100 different sports using dataset (mentioned below) . 2.) use data augmentation techniques to improve the accuarcy of models. 3.) Comparing performance and accuracy of models using accuracy score ,loss and accuracy graph , confusion matrix for better understanding. 4.) Perfroming EDA (data analysis) for dataset to understand the structure of data. 5.) Using README file for describing the work I've performed.

Kindly add suitable label (level-3) for the project as I have used 5 different dl models.

aaradhyasinghgaur commented 1 month ago

@invigorzz313 kindly review my pr and kindly add label "level 3" if possible cause I've trained the dataset using 5 different models which takes a lot of time and computational resources and have given proper documentation using READMe file.