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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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Natural Diamonds image Classification on the basis of shape #760

Open aaradhyasinghgaur opened 1 month ago

aaradhyasinghgaur commented 1 month ago

Description :- Classification of different types of natural diamonds on the basis of shapes like round, cushion, radiant, emerald, heart, oval, etc using dl modles and comparing their preformance using different matrices such as accuracy score , confusion matrix , plotting graphs and doing EDA analysis .

dataset I'll use :- https://www.kaggle.com/datasets/harshitlakhani/natural-diamonds-prices-images/data

tools i'll use :- Keras , matplotlib , scikit-learn , tqdm , numpy etc.

Models I'll use :- Xception , VGG16 , ResNet50 etc.

I'll also use data augmentation techniques to increase the efficiency and performance of the models. (such as shearing , rotation etc.)

@invigorzz313 kindly assign this issue to me.

aaradhyasinghgaur commented 1 month ago

@Niketkumardheeryan @invigorzz313 Kindly assign this issue to me so that I can start working on it.

aaradhyasinghgaur commented 3 weeks ago

@Niketkumardheeryan sir can you assign this issue to me please and also review my existing PRs for any changes?