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akshitagupta15june / Face-X

Demonstration of different algorithms and operations on faces. Star the repo⭐
https://discord.gg/QapWBRZbVe
MIT License
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Exploring Face Detection Models #89

Open mayank8200 opened 3 years ago

mayank8200 commented 3 years ago

Face detection is the first step you need to work on. So..The first task for you all will be exploring different algorithms that are used for face detection... We can use the pre-trained face detection model.

github-actions[bot] commented 3 years ago

Hello @mayank8200, Thank you for generating an issue to this project! Please wait while we get back to you.

keshavbansal015 commented 3 years ago

Hey, @mayank8200 could you please elaborate on this issue?

mayank8200 commented 3 years ago

Yes @keshavbansal015 , If you look for face detection models over the Internet a bunch of models has been already trained. You just need to go through some of popular pretrained models and find out which one has superior accuracy among all. If you want any resources then let me know. I will try to provide you.

keshavbansal015 commented 3 years ago

Sure, do share some resources from where I can start exploring and learning. Also thank you for a prompt response!!

mayank8200 commented 3 years ago

Hereby I am sharing a blog link from where you can have an idea of how face detection is done in OpenCV as well as using a MTCNN library in Deep Learning. Similarly, you can explore more models yourself. https://machinelearningmastery.com/how-to-perform-face-detection-with-classical-and-deep-learning-methods-in-python-with-keras/

akshitagupta15june commented 3 years ago

@keshavbansal015 Would you like to work in this issue so i will assign you under swoc?

keshavbansal015 commented 3 years ago

Sure, I can first try adding popular algorithms or models for face detection, and then move on to creating modules to compare the performances of different methods. I might need some help though.

akshitagupta15june commented 3 years ago

most of recognition algos are available in repo so have a look at them too

keshavbansal015 commented 3 years ago

Yes, I can work models that are not currently available in the repo.

I will add resources for any new model that comes out, and work on its code.

srimontidutta commented 3 years ago

Hello, can I please contribute to this issue for GSSoC 21?

akshitagupta15june commented 3 years ago

Yes @mayank8200 will be your Mentor

srimontidutta commented 3 years ago

Thank you!@akshitagupta15june

srimontidutta commented 3 years ago

Can you please guide me as to how I should start with this issue? @mayank8200

mayank8200 commented 3 years ago

Face detection is the first step you need to work on. So...The first task for you all will be exploring different algorithms that are used for face detection... We can use the pre-trained face detection model. If you look for face detection models over the Internet a bunch of models has been already trained. You just need to go through some of the popular pre-trained models and find out which one has superior accuracy among all.

Hamza3226 commented 3 years ago

Hello, I am a GSSOC'21 participant and would like to contribute to this project.

akshitagupta15june commented 3 years ago

hi @Hamza3226 your mentor will be @mayank8200

Hamza3226 commented 3 years ago

hi @Hamza3226 your mentor will be @mayank8200

Ok thank-you ma'am

Sibasish-Padhy commented 3 years ago

hello,I am a GSSOC '21 participant and would like to contribute to this project

jeelnathani commented 3 years ago

hello. I am GSSOC'21 participant and I would like contribute here on nose detection.

Hamza3226 commented 3 years ago

hello. I am GSSOC'21 participant and I would like contribute here on nose detection.

Sorry, but this project is already assigned to me.

jeelnathani commented 3 years ago

hello. I am GSSOC'21 participant and I would like contribute here on nose detection.

Sorry, but this project is already assigned to me.

Hello, I am a GSSOC'21 participant and would like to contribute to this project.

@Hamza3226 you haven't explicitly mentioned on which module you want to contribute, which created ambiguity here

Hamza3226 commented 3 years ago

hello. I am GSSOC'21 participant and I would like contribute here on nose detection.

Sorry, but this project is already assigned to me.

Hello, I am a GSSOC'21 participant and would like to contribute to this project.

@Hamza3226 you haven't explicitly mentioned on which module you want to contribute, which created ambiguity here

I researched about various face detection models and found out the most efficient one. Currently i am researching about transfer Learning.

jeelnathani commented 3 years ago

hello. I am GSSOC'21 participant and I would like contribute here on nose detection.

Sorry, but this project is already assigned to me.

Hello, I am a GSSOC'21 participant and would like to contribute to this project.

@Hamza3226 you haven't explicitly mentioned on which module you want to contribute, which created ambiguity here

I researched about various face detection models and found out the most efficient one. Currently i am researching about transfer Learning

are you working on face detection only!

Hamza3226 commented 3 years ago

hello. I am GSSOC'21 participant and I would like contribute here on nose detection.

Sorry, but this project is already assigned to me.

Hello, I am a GSSOC'21 participant and would like to contribute to this project.

@Hamza3226 you haven't explicitly mentioned on which module you want to contribute, which created ambiguity here

I researched about various face detection models and found out the most efficient one. Currently i am researching about transfer Learning

are you working on face detection only!

No, also working on snapchat filters also

akshitagupta15june commented 3 years ago

See haarcascade is implemented now so @mayank8200 please assign each participants different models

akshitagupta15june commented 3 years ago

this issue is still opened so participants can work on it!

subhangi2731 commented 3 years ago

@akshitagupta15june please assign me this issue

akshitagupta15june commented 3 years ago

ok assigning @subhangi2731

kuluruvineeth commented 3 years ago

@akshitagupta15june i would like to enhance code part and readme part for face detection using MTCNN pictorially and pipeline for that algorithm. so please assign the issue #89 to explore and enhance the face detection model. Hope you shall do the needful,expeditiously. Thank you vineeth

akshitagupta15june commented 3 years ago

ok @kuluruvineeth are a lgm-soc participant?

kuluruvineeth commented 3 years ago

ok @kuluruvineeth are a lgm-soc participant?

No @akshitagupta15june but super passionate and have deep insight and knowledge about deep learning for computer vision...If I am not eligible to contribute I would be happy to know other options from your kind self and that you would be kindness of you. Thank you Vineeth

akshitagupta15june commented 3 years ago

It's ok i was just asking as many participants are from different open source program so we have to allot labels in them. Open source is for everyone, you can contribute in this repo. Let me know what do you want to implement by creating a new issue

SURABHI-GUPTA commented 2 years ago

I would like to contribute to this thread.

akshitagupta15june commented 2 years ago

Ok you can work on this! As multiple participant can work so I am not assigning you.

C-Omkar commented 2 years ago

I would like to contribute to this thread.

akshitagupta15june commented 2 years ago

You can work on it look at above comments for more info

hemhemoh commented 2 years ago

Hi, I am interested in this issue. What face detection model do you think I should explore? VGGFace? Resnet?

akshitagupta15june commented 2 years ago

Any model of your choice but make sure that shouldn't be there in the repo

hemhemoh commented 2 years ago

okay, @akshitagupta15june Just to let you know I have started working on the issues assigned to me. Sorry for the delay, was ill

anusha-shanbhog commented 1 year ago

Hey I am interested to work on this for KWOC'22. Could you guide me as to what exactly I need to do?

akshitagupta15june commented 1 year ago

Please look at above comments

PraNavKumAr01 commented 1 year ago

Ive been learning and building face detection, expression detection and material detection on the faces. I would like to work on this issue as a part of SSOC'23 Please assign me this issue

ayush-09 commented 1 year ago

Hey @akshitagupta15june I am interested in working on issue "Exploring Face Detection Models" under SSOC'23 I have experience with face detection models, including haarcascade, mediapipe, and CNN. I would like to contribute to this issue by exploring different approaches and techniques to improve the accuracy of face detection. I would appreciate it if you could assign me this issue. I am excited about the opportunity to contribute to the project and collaborate with the team. Thank you