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UFC-project

Quick description: UFC fighter identification and card info

Perform UFC fighters image recognition and identification

  • Initials: Recognizes two fighters: Conor McGregor and Khabib Nurmagomedov. (Done!)
  • Extend model to UFC253 main card and deploy model on AWS (using EC2 as server and S3 as bucket)

Useful links:

  1. Miro Mind Map

Web Scraping:

  1. BeautifulSoup 1

  2. BeautifulSoup 2

Face Recognition:

  1. Peixebabel: Face Recognition

  2. Peixebabel: Thumbnail Recognition - This one uses Pytorch

  3. Face Detection: Google Developers

  4. Face Detection: PyImageSearch

  5. SNM

  6. Facenet Tutorial

  7. OpenCV and Android camera

Deploy

  1. Deploying ML models To the Web with Flask on AWS EC2 Instance

  2. Python Flask Tutorial

  3. Deployment Of ML Models In AWS EC2 Instance

  4. Python and Flask - Getting Started with Flask

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