Celebrity Face Recognition.pptx

face recognition project

1. CELEBRITY FACE RECOGNITION USING AWS Presented By 20AT1A3145 (L) 2 0AT1A3148 21AT1A3102 21AT1A3104 Team Name : 404-ERROR GPCET REVIEW 2022

2. About Project Celebrity Face Re c ognition is a project using AWS Rekognition to identify the celebrities in the image . For example, in social media or news and entertainment industries where information gathering can be time critical, you can use the RecognizeCelebrities operation to identify as many as 64 celebrities in an image, and return links to celebrity webpages , if they're available. GPCET REVIEW 2022

3. Amazon Rekognition Amazon Rekognition makes it easy for customers to automatically recognize tens of thousands of well-known personalities in images and videos using machine learning. The metadata provided by the celebrity recognition API significantly reduces the repetitive manual effort required to tag content and make it readily searchable. GPCET REVIEW 2022

4. A mazon Rekognition GPCET REVIEW 2022 Upload a photo There should be only one person in the photo. The face should be clearly visible, it’s better to use frontal photos. Face recognition accuracy depends on the resolution and quality of a face image.

5. A mazon Rekognition GPCET REVIEW 2022 2. The system detects the face The system detects the face and creates a facial pattern. System facial point detection can locate the key components of faces, including eyebrows, eyes, nose, mouth and position..

6. A mazon Rekognition GPCET REVIEW 2022 3. Enjoy the result! The Neural Network compares the person with celebrity faces and suggests the most similar ones.

7. Softwares VS Code (https://code.visualstudio.com) Python3 (https://python.org) Git (https://git-scm.com) AWS Account GPCET REVIEW 2022

8. Packages & Why pip install boto3 allows Python developers to write software that makes use of services like Amazon S3 and Amazon EC2 . pip install streamlit It helps us create web apps for data science and machine learning in a short time pip install pillow Pillow is a Python Imaging Library (PIL), which adds support for opening, manipulating, and saving images GPCET REVIEW 2022

9. Block Diagram GPCET REVIEW 2022

10. Pseudo Code Def load_img (argument ) return argument If img (condition) not none Read image Return image details Client is connected to AWS through boto3 The image will be recognised through AWS The image will be recognised GPCET REVIEW 2022

11. Code GPCET REVIEW 2022

12. Code GPCET REVIEW 2022

13. Code GPCET REVIEW 2022

14. Implementation Clone the Repo Create Access Key and Secret Key using IAM Paste those details in app.py Paste those details in app.py GPCET REVIEW 2022

15. Implementation

16. Implementation

17. Implementation

18. Output

19. Output

20. Conclusion To recognize celebrities within images and get additional information about recognized celebrities GPCET REVIEW 2022

21. Thank You! GPCET REVIEW 2022