Enhance Gender Classification Task to in Real-time Using OpenCV and Transfer Learning

[sakrenu]

The current gender classification task is not operating in real-time, which limits its applicability in scenarios that require immediate feedback. This lack of real-time processing can be frustrating, especially in applications where timely responses are crucial.

I would like to enhance the gender classification task to function in real-time by integrating OpenCV for efficient video processing and utilizing transfer learning techniques to leverage pre-trained models. This approach should significantly reduce the processing time and enable the system to provide immediate gender classification results from live video feeds.

Optimizing Existing Model: Attempting to optimize the current model's architecture and parameters for faster inference without changing the underlying technology.
Using Other Libraries: Considering other computer vision libraries or frameworks that might offer better real-time processing capabilities.
Hardware Acceleration: Exploring the use of hardware accelerators like GPUs or TPUs to improve the real-time performance of the current setup.

So please assign me this task .

[github-actions]

Hi there! Thanks for opening this issue. We appreciate your contribution to this open-source project. We aim to respond or assign your issue as soon as possible.

[sakrenu]

Okay thanks. So should I start working on it as I know it will be assigned ? Thanks.

…

On Sun, 26 May, 2024, 1:00 pm github-actions[bot], ***@***.***> wrote: Hi there! Thanks for opening this issue. We appreciate your contribution to this open-source project. We aim to respond or assign your issue as soon as possible. — Reply to this email directly, view it on GitHub <#109 (comment)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/A6XO56GUBI3YJLWBO46UT4DZEGFQZAVCNFSM6AAAAABIJSCUQ6VHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDCMZSGEYDKNZQGQ> . You are receiving this because you authored the thread.Message ID: ***@***.***>

[TAHIR0110]

@sakrenu assigned!

[aryanchauh]

@TAHIR0110 sir!
Can I work on this kind of issue . I have made real time hand sign detection . Can u
Assign me this issue please sir