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adithya-s-k / World-of-AI

WORLD OF AI : An open-source repository for AI-based projects 🚀, from beginner to expert level, helping contributors start their journey in Artificial Intelligence and Deep Learning. Our projects provide hands-on experience to real-world problems👨‍💻. Join our community and contribute to the development of AI-based solutions 👥.
https://www.cognitivelab.tech/
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Handwritten Digit Recognition #190

Open Nabanita29 opened 11 months ago

Nabanita29 commented 11 months ago

Project Request

Field | Description -- | -- About | Handwritten Digit Recognition Github | Nabanita29 Email | nabanita21csu057@ncuindia.edu Label | Project Request

Define You

Project Name Handwritten Digit Recognition

Description The goal of this project is to develop a machine learning model using the k-nearest neighbors (KNN) algorithm for handwritten digit recognition. The model will be trained on the MNIST dataset, which contains a large collection of labeled handwritten digits. The project aims to build a user-friendly web application that allows users to input handwritten digits, and the model will classify and recognize them accurately.

Scope The project will involve the following tasks: Data preprocessing: Transforming the MNIST dataset into a suitable format for training the model. Model development: Implementing the KNN algorithm using a machine learning library (e.g., scikit-learn) and training the model on the preprocessed data. Evaluation and optimization: Experimenting with different values of k and evaluating the model's performance using accuracy and other relevant metrics.

Timeline The project will be made withing 2 days of being assigned

Nabanita29 commented 11 months ago

I can start working on this immediately! Kindly assign this to me

ketpals commented 11 months ago

Hello, I have developed a Real-Time Indian Sign Language Recognition system using Machine Learning algorithms, achieving an accuracy of 94%. Given my expertise and experience in this area, I believe I am well-suited to take on tasks related to this project. Therefore, I kindly request to be assigned to this.

Kyouma45 commented 1 month ago

Hi @adithya-s-k @miraj0507 I would like to work on this. Please assign this issue to me