Best Face Recognition APIs in 2019 and their applications

https://analyticsprofile.com/machine-learning/best-face-recognition-apis-in-2019-and-their-applications/?utm_source=facebook&utm_medium=dailypost


مطلب مرتبط:
اگر به حوزه #چهره در #یادگیری_عمیق علاقه دارید این مخزن گیت هاب حاوی مقالات مرتبط، آموزش فارسی، فیلم+ اسلاید+ کد و لینک پیاده سازی های مرتبط است که توصیه میکنم:
https://github.com/Alireza-Akhavan/deep-face-recognition

#face

🙏Thanks to: @ArtificialIntelligenceArticles

#مقاله #سورس_کد

#CVPR2019 #face

Learning to Regress 3D Face Shape and Expressionfrom an Image without 3D Supervision

Get 3D faces from an image using RingNet. New CVPR paper with code on-line. The output is a 3D face/head model that can be animated. We do this with paired 3D-image training data.

#Video:
https://youtu.be/6wPQaJBgreE

#Source Code (#Tensorflow):
https://github.com/soubhiksanyal/RingNet

#Project_page:
https://ringnet.is.tue.mpg.de/

paper:
https://ps.is.tuebingen.mpg.de/uploads_file/attachment/attachment/509/paper_camera_ready.pdf

Facial Recognition Has a Blind Spot


https://zora.medium.com/facial-recognition-has-a-blind-spot-57523b73039e

For White men, the software works correctly 99% of the time. For darker-skinned women, there were nearly 35% more errors.

سخنرانی TED مرتبط:
https://www.ted.com/talks/joy_buolamwini_how_i_m_fighting_bias_in_algorithms

#face

#آموزش + #سورس_کد فارسی

آموزش تراز کردن کارت ملی (ایرانی) + سورس کد

آموزش:
http://blog.class.vision/1398/04/2541/

سورس کد:
https://github.com/ElmiiiRaa/align_iranian_national_id_card

با تشکر از مهندس المیرا قربانی

#تراز #کارت_ملی
#face #mtcnn

FaceQnet: Quality Assessment for Face Recognition based on Deep Learning (2019)

https://arxiv.org/abs/1904.01740

https://github.com/uam-biometrics/FaceQnet

مرتبط با
https://github.com/Alireza-Akhavan/face-quality-metrics

#face

BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUs

فریم ورکی که محققین گوگل برای تشخیص چهره ارایه دادند که میتواند با دقت و سرعت بالایی بر روی موبایل عمل کند.

BlazeFace is a new face detection framework adapted from the Single Shot Multibox Detector (SSD) framework and optimized for inference on mobile GPUs. The lightweight face detector runs at an impressive speed of 200–1000+ FPS on flagship smartphones.

مقاله:
https://arxiv.org/abs/1907.05047

#face_detection #face

#خبر
معترضان هنگ کنگی، به نشانه اعتراض، دوربین بازشناسی #چهره را به پایین کشیدند و شکاندند...

Protestors in Hong Kong are cutting down facial recognition towers.

https://video.twimg.com/ext_tw_video/1165327015806820353/pu/vid/640x640/nhD5bCtHE6DPTkdT.mp4

#face

#خبر
تغییر چهره در کسری از ثانیه!

لباس پوشیدنی که با پروژکت کردن تصویر چهره روی چهره شما دوربین های تشخیص چهره را به خطا می اندازد. مناسب برای معترضان خیابانی!

لینک خبر:
https://amp.graziame.com/amp/article_listing/graziame/life/this-wearable-projector-changes-your-face-in-seconds

#face

DeepPrivacy: A Generative Adversarial Network for Face Anonymization

Abstract:
We propose a novel architecture which is able to automatically anonymize faces in images while retaining the original data distribution. We ensure total anonymization of all faces in an image by generating images exclusively on privacy-safe information. Our model is based on a conditional generative adversarial network, generating images considering the original pose and image background. The conditional information enables us to generate highly realistic faces with a seamless transition between the generated face and the existing background. Furthermore, we introduce a diverse dataset of human faces, including unconventional poses, occluded faces, and a vast variability in backgrounds. Finally, we present experimental results reflecting the capability of our model to anonymize images while preserving the data distribution, making the data suitable for further training of deep learning models. As far as we know, no other solution has been proposed that guarantees the anonymization of faces while generating realistic images.

Paper: https://arxiv.org/abs/1909.04538
Code: https://github.com/hukkelas/DeepPrivacy

#GAN #Face

#خبر
#face
https://www.abacusnews.com/tech/wearing-mask-wont-stop-facial-recognition-anymore/article/3051388


Wearing a mask won’t stop #facial_recognition anymore
The coronavirus is prompting facial recognition companies to develop solutions for those with partially covered faces😳

@cvision