Contributors
Contributors | Sankalp Jain | Babita Rataudi | Suparshwa Patil |
---|---|---|---|
sankalp-jain-610803193 | babitaratudi | suparshwa-patil | |
Sankalp679 | babitaratudi | suparshwa |
Objectives Of Project
Objectives Of Project | |
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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. |
Implementation Steps
Implementation Steps | |
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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 |
Future Scope
Future Scope | |
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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. |