search

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
363 stars 312 forks source link

Hindi Letter Classification #536

Closed ishaanv1206 closed 3 months ago

ishaanv1206 commented 4 months ago

Predict Devanagari Hindi alphabets into 46 classes based on image using CNN. will contain following classes: ka kha ga gha kna cha chha ja jha yna tamaatar thaa daa dhaa adna tabala tha da dha na pa pha ba bha ma yaw ra la waw motosaw petchiryakha patalosaw ha chhya tra gya 0 1 2 3 4 5 6 7 8 9

Will create a web application for it

nkhanna94 commented 4 months ago

Please consider assigning this project to me. I plan to use CNNs and other machine learning algos to effectively classify Hindi letters.

Sgvkamalakar commented 4 months ago

Full name: S G V Kamalakar

GitHub Profile Link: https://github.com/Sgvkamalakar

Email ID: sgvkamalakar@gmail.com

Approach for this Project: The approach involves utilizing a Convolutional Neural Network (CNN), LSTM transform-learning with pre-trained models, and trying hybrid models to accomplish Hindi alphabet classification.

I'll submit a PR within the next few days. Would u like to assign issue #536 to me?

Is there a specific dataset provided for this project, or do I have the option to choose from open-source sites?