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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 Face detection using MTCNN project #582

Closed lakshmishreea122003 closed 12 months ago

lakshmishreea122003 commented 1 year ago

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

In this project, I have implemented face detection using MTCNN, and I have conducted a comparative analysis with OpenCV to demonstrate the superior accuracy of MTCNN in real-world face detection scenarios.

Describe the solution you'd like

MTCNN (Multi-task Cascaded Convolutional Networks) is a popular face detection algorithm used in computer vision tasks. It is specifically designed for real-time face detection in images and videos. MTCNN consists of three stages. No dataset required.

Describe alternatives you've considered

No response

Additional context

In this project, I have:

Code of Conduct

lakshmishreea122003 commented 1 year ago

Do assign it to me as a GSSoC contributor

lakshmishreea122003 commented 1 year ago

I have already completed the project. You can check HERE . So once it is assigned to me I shall come up with a PR.

khusheekapoor commented 1 year 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.