Project Description

• It is an End-to-End Web Application to classify given cricketer image and outputs the name of the person.
• Model is trained on 5 classes: Sachin Tendulkar, MS Dhoni, Virat Kohli, Rahul Dravid, Kapil Dev.
• Model will return the probability of each class and the class with highest probability is the output.

Demo Pictures

• Initial Page

• After Uploading Image

• After Classifying Image

• Classifying another Image

Setup

pip install -r requirements.txt

npm install # node version 20.8.0

Run

Run the following commands in separate terminals

cd ui
npm run dev

cd server
uvicorn server:app --reload

Note

Try to setup and run the project in a virtual environment to avoid conflicts with other packages.