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The-Data-Alchemists-Manipal / MindWave

MindWave is an open-source project designed for beginners to learn about data science, machine learning, deep learning, and reinforcement learning algorithms using Python. The project offers a platform for implementing relevant algorithms, with open-source tools and libraries.
MIT License
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Add FaceNet face recognition project #665

Open lakshmishreea122003 opened 11 months ago

lakshmishreea122003 commented 11 months ago

Is your feature request related to a problem? Please describe.

This project uses FaceNet for face recognition. dataset used = 5 Celebrity Faces Dataset models and weights = https://drive.google.com/drive/folders/1pwQ3H4aJ8a6yyJHZkTwtjcL4wYWQb7bn

Describe the solution you'd like

This project uses the pre-trained Keras FaceNet model provided by Hiroki Taniai. It was trained on MS-Celeb-1M dataset and expects input images to be color, to have their pixel values whitened (standardized across all three channels), and to have a square shape of 160×160 pixels.

Describe alternatives you've considered

No response

Additional context

No response

Code of Conduct

lakshmishreea122003 commented 11 months ago

Do assign it to me

khusheekapoor commented 11 months ago

@lakshmishreea122003 - you can go ahead! We are assigning you 21 days for this project, after which it will be assigned to someone else if not completed. All the best! Name the file as: algorithm_dataset.ipynb and link it in the readme of the labeled directory as algorithm - dataset.