Contributors
| Contributors | Sankalp Jain | Babita Rataudi | Suparshwa Patil |
|---|---|---|---|
 |
sankalp-jain-610803193 | babitaratudi | suparshwa-patil |
 |
Sankalp679 | babitaratudi | suparshwa |
Technologies and Tools 💻
Problem Defination
Objectives Of Project
| Objectives Of Project | |
|---|---|
| 1. | The user should be able to input a celebrity image on the website to get proper identification. |
| 2. | Implementation of machine learning algorithms in real life projects with decent accuracy. |
| 3. | Extraction of images for training and testing using image scrapper. |
| 4. | Data cleaning, preprocessing of raw dataset. |
| 5. | Implementation of feature engineering is performed on the raw dataset. |
| 6 | Learn how Image classification is done using OpenCV. |
| 7. | Execution of various ML supervised learning classifiers. |
| 8. | Incorporation of machine learning models on the responsive website. |
| 9. | The website should be easily accessible by users with a clean user interface. People from any age should be able to use the website. |
| 10. | The system should satisfy the requirements precisely to fulfil the end user objectives. |
Working Of Facial Recognition
Work Flow Machine Learning Application
Backend Development And Implementation
Implementation Steps
| Implementation Steps | |
|---|---|
| 1. | Collection of data |
| 2. | Reading image of celebrity |
| 3. | Image manipulation with rgb2grey |
| 4. | Analyse the collected data |
| 5. | Preparation of input data |
| 6. | Split into train and test sets |
| 7. | Training & Testing the algorithm |
| 8. | Test for different algorithms |
| 9. | Analyse the results |
| 10. | Score model |
| 11. | Saved the model |
| 12. | server.py |
| 13. | scratch.py |
| 14. | wavelet.py |
Implementation Flow
Results And Observations
Website Snippets
Problems And Solutions
Future Scope
| Future Scope | |
|---|---|
| 1. | The idea of project can be used for recognizing criminals from the database of police. |
| 2. | The idea of the project can be extended to Historical figures/personalities or Hollywood celebrities in addition with Bollywood celebrities. |
| 3. | The idea of project can be used for educational purposes in museums. |
| 4. | The idea can even be extended to animal hospitals, agriculture-based industries to detect agro based products, breed of animals, flowers and related details effectively which may save a lot of time. |
| 5. | It can be implemented for bio-medical report identification. |
| 6. | This project can be updated to identify multiple faces in a single photo and provide the corresponding results for all the detected faces. |
| 7. | Face Authentication can also be implemented for security purposes as well as for general use like attendance for colleges, meetings etc. |
