Face-Recognition-Cricket-Players-API

An unofficial API to search players using the player's reference image and get the player career stats data

Setup Details

Follow the following instructions to run the application and start using the api in your local pc

Clone the repository

Open the terminal, navigate to the folder where your clone of this repository is located and type:

$ pip install -r requirements.txt

Use the scrape_photos.py script to scrape the player images and save them in a folder

Use the train.py scipt to train the model to identify the player faces and train the model

Type $ python main.py in the terminal and the script will run for as long as you let it

Home Page

• Upload the photo of the Crcikcet Player photo whose stats you want to know; The Machine learning model will predict the player name from the feature vectors (uploaded image) and fetch the player stats

Example: Stats of Virat Kohli | upload the Clear photo of Virat Kohli

Prediction Page

• The model has successfully predicted the Player and Fetched the Crcicket career stats data of the Player

Example: It Successfully Predicted the Person present in the uploaded image and fetched the stats

Project Progress

• successfully trained the model with players photos with an accuracy of 88%

(Credits: Used the face_recognition python library to train the model and predict the player in the image)