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Exploring Face Detection Models
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.
Hello @mayank8200, Thank you for generating an issue to this project! Please wait while we get back to you.
Hey, @mayank8200 could you please elaborate on this issue?
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.
Sure, do share some resources from where I can start exploring and learning. Also thank you for a prompt response!!
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/
@keshavbansal015 Would you like to work in this issue so i will assign you under swoc?
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.
most of recognition algos are available in repo so have a look at them too
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.
Hello, can I please contribute to this issue for GSSoC 21?
Yes @mayank8200 will be your Mentor
Thank you!@akshitagupta15june
Can you please guide me as to how I should start with this issue? @mayank8200
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.
Hello, I am a GSSOC'21 participant and would like to contribute to this project.
hi @Hamza3226 your mentor will be @mayank8200
hi @Hamza3226 your mentor will be @mayank8200
Ok thank-you ma'am
hello,I am a GSSOC '21 participant and would like to contribute to this project
hello. I am GSSOC'21 participant and I would like contribute here on nose detection.
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 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
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.
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!
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
See haarcascade is implemented now so @mayank8200 please assign each participants different models
this issue is still opened so participants can work on it!
@akshitagupta15june please assign me this issue
ok assigning @subhangi2731
@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
ok @kuluruvineeth are a lgm-soc participant?