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arunponnusamy / gender-detection-keras

Gender detection (from scratch) using deep learning with keras and cvlib.
http://arunponnusamy.com
MIT License
183 stars 68 forks source link

Child face detection #10

Open aliraza1616 opened 5 years ago

aliraza1616 commented 5 years ago

Hello! i want to ask a query. If we have to add another class to man and women, like if we want to add child face detection as 3rd class. how will we do that? and also guide about its training.

arunponnusamy commented 5 years ago

Hello @aliraza1616, Have a look at this post. https://www.learnopencv.com/age-gender-classification-using-opencv-deep-learning-c-python/

aliraza1616 commented 5 years ago

Thanks bro. Is the code downloadable? And its data set details?

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From: Arun Ponnusamy notifications@github.com Sent: Sunday, March 3, 2019 11:33:42 AM To: arunponnusamy/gender-detection-keras Cc: aliraza1616; Mention Subject: Re: [arunponnusamy/gender-detection-keras] Child face detection (#10)

Hello @aliraza1616https://apc01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Faliraza1616&data=02%7C01%7C%7Cdc2ca01d4452451c207108d69fa22f37%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C636871916251295087&sdata=UfCK9sJT8hPfm%2Fs1g6Svw7cBPiKOZxs1cEVKft3TNQs%3D&reserved=0, Have a look at this post. https://www.learnopencv.com/age-gender-classification-using-opencv-deep-learning-c-python/https://apc01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.learnopencv.com%2Fage-gender-classification-using-opencv-deep-learning-c-python%2F&data=02%7C01%7C%7Cdc2ca01d4452451c207108d69fa22f37%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C636871916251305098&sdata=Eh7YwibtVloKPaU%2FhXqJCkirQ92VVGWkQ4a0wWNNOp4%3D&reserved=0

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aliraza1616 commented 5 years ago

Dear Brother,

I am not finding any training file for this. How to improve it? Please share the details of this bro. its urgent.

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Regards

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From: Arun Ponnusamy notifications@github.com Sent: Sunday, March 3, 2019 11:33:42 AM To: arunponnusamy/gender-detection-keras Cc: aliraza1616; Mention Subject: Re: [arunponnusamy/gender-detection-keras] Child face detection (#10)

Hello @aliraza1616https://apc01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Faliraza1616&data=02%7C01%7C%7Cdc2ca01d4452451c207108d69fa22f37%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C636871916251295087&sdata=UfCK9sJT8hPfm%2Fs1g6Svw7cBPiKOZxs1cEVKft3TNQs%3D&reserved=0, Have a look at this post. https://www.learnopencv.com/age-gender-classification-using-opencv-deep-learning-c-python/https://apc01.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.learnopencv.com%2Fage-gender-classification-using-opencv-deep-learning-c-python%2F&data=02%7C01%7C%7Cdc2ca01d4452451c207108d69fa22f37%7C84df9e7fe9f640afb435aaaaaaaaaaaa%7C1%7C0%7C636871916251305098&sdata=Eh7YwibtVloKPaU%2FhXqJCkirQ92VVGWkQ4a0wWNNOp4%3D&reserved=0

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arunponnusamy commented 5 years ago

It has pre-trained weights on the Adience dataset to detect gender (man/woman) and age. Re-training may not be necessary. Depending on the age predicted, you can identify a child. Please read the blog post closely.