This repo tries to recognize faces in the dataset you created

Overview

YÜZ TANIMA SİSTEMİ

Bu repo oluşturacağınız yüz verisetlerini tanımaya çalışan makine öğrenmesi temelli bir python yazılımıdır.

Program Hakkında

Programı maksimum verimle kullanmak için kaliteli bir kamera tercih edin. Program veriseti oluşturmak için kamerayı başlattığında lütfen sabit durun. Hareket halinde çekilen anlıklar programın performansını düşürmektedir.

Sistem Bağımlılıkları

  • Python3

Python Bağımlılıkları

  • opencv
  • Pillow
  • numpy
  • os

Kullanımı

Repoyu klonla

git clone https://github.com/mehdikosaca/yuz_tanima.git
cd yuz_tanima

Veriseti oluşturmak için

python yuz_veriseti.py

kodunu çalıştırdıktan sonra kullanıcının ismini ve soyismini yazınız. Alınan anlıklar veriseti klasörüne kaydedilecektir. Lütfen bu klasöre dosya eklemeyiniz veya silmeyiniz.

Verisetini eğitmek için

Oluşturduğunuz verisetini aşağıdaki komutla eğitebilirsiniz. Verisetine her veri eklendiğinde tekrar eğitim yapmayı unutmayınız.

python yuz_egitimi.py

Yüz tanımak için

Eğitilmiş veri kümesini kullanarak yüz tanıma işlemi yaptırmak için aşağıdaki komutu çalıştırınız.

python yuz_tanima.py

Referanslar

Bu repo https://python.gurmezin.com/python-ve-opencv-ile-yuz-tanima/ sitesindeki kodların güncellenmiş versiyonudur. Paket haline getirilmesi için de değişiklikler yapılmıştır.

İletişim

Programı çalıştırırken bir bugla karşılaştıysanız ya da sormak istediğiniz sorular varsa lütfen benimle iletişime geçin.

Owner
Mehdi KOŞACA
MSc student | Computational Structural Biology Group Izmir Biomedicine and Genome Center | @CSB-KaracaLab
Mehdi KOŞACA
Cross-platform-profile-pic-changer - Script to change profile pictures across multiple platforms

cross-platform-profile-pic-changer script to change profile pictures across mult

4 Jan 17, 2022
N-Person-Check-Checker-Splitter - A calculator app use to divide checks

N-Person-Check-Checker-Splitter This is my from-scratch programmed calculator ap

2 Feb 15, 2022
Repo for the Tutorials of Day1-Day3 of the Nordic Probabilistic AI School 2021 (https://probabilistic.ai/)

ProbAI 2021 - Probabilistic Programming and Variational Inference Tutorial with Pryo Day 1 (June 14) Slides Notebook: students_PPLs_Intro Notebook: so

PGM-Lab 46 Nov 01, 2022
a dnn ai project to classify which food people are eating on audio recordings

Deep Learning - EAT Challenge About This project is part of an AI challenge of the DeepLearning course 2021 at the University of Augsburg. The objecti

Marco Tröster 1 Oct 24, 2021
Official PyTorch implementation of CAPTRA: CAtegory-level Pose Tracking for Rigid and Articulated Objects from Point Clouds

CAPTRA: CAtegory-level Pose Tracking for Rigid and Articulated Objects from Point Clouds Introduction This is the official PyTorch implementation of o

Yijia Weng 96 Dec 07, 2022
The codebase for Data-driven general-purpose voice activity detection.

Data driven GPVAD Repository for the work in TASLP 2021 Voice activity detection in the wild: A data-driven approach using teacher-student training. S

Heinrich Dinkel 75 Nov 27, 2022
[NeurIPS 2020] Blind Video Temporal Consistency via Deep Video Prior

pytorch-deep-video-prior (DVP) Official PyTorch implementation for NeurIPS 2020 paper: Blind Video Temporal Consistency via Deep Video Prior TensorFlo

Yazhou XING 90 Oct 19, 2022
Functional deep learning

Pipeline abstractions for deep learning. Full documentation here: https://lf1-io.github.io/padl/ PADL: is a pipeline builder for PyTorch. may be used

LF1 101 Nov 09, 2022
iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis

iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis iPOKE: Poking a Still Image for Controlled Stochastic Video Synthesis Andreas Bl

CompVis Heidelberg 36 Dec 25, 2022
MixRNet(Using mixup as regularization and tuning hyper-parameters for ResNets)

MixRNet(Using mixup as regularization and tuning hyper-parameters for ResNets) Using mixup data augmentation as reguliraztion and tuning the hyper par

Bhanu 2 Jan 16, 2022
Official implementation of CVPR2020 paper "Deep Generative Model for Robust Imbalance Classification"

Deep Generative Model for Robust Imbalance Classification Deep Generative Model for Robust Imbalance Classification Xinyue Wang, Yilin Lyu, Liping Jin

9 Nov 01, 2022
Python TFLite scripts for detecting objects of any class in an image without knowing their label.

Python TFLite scripts for detecting objects of any class in an image without knowing their label.

Ibai Gorordo 42 Oct 07, 2022
Official PyTorch Implementation of Learning Architectures for Binary Networks

Learning Architectures for Binary Networks An Pytorch Implementation of the paper Learning Architectures for Binary Networks (BNAS) (ECCV 2020) If you

Computer Vision Lab. @ GIST 25 Jun 09, 2022
Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

François Chollet 16.2k Dec 30, 2022
SOTA model in CIFAR10

A PyTorch Implementation of CIFAR Tricks 调研了CIFAR10数据集上各种trick,数据增强,正则化方法,并进行了实现。目前项目告一段落,如果有更好的想法,或者希望一起维护这个项目可以提issue或者在我的主页找到我的联系方式。 0. Requirement

PJDong 58 Dec 21, 2022
LogAvgExp - Pytorch Implementation of LogAvgExp

LogAvgExp - Pytorch Implementation of LogAvgExp for Pytorch Install $ pip instal

Phil Wang 31 Oct 14, 2022
Unofficial PyTorch implementation of Guided Dropout

Unofficial PyTorch implementation of Guided Dropout This is a simple implementation of Guided Dropout for research. We try to reproduce the algorithm

2 Jan 07, 2022
Raindrop strategy for Irregular time series

Graph-Guided Network For Irregularly Sampled Multivariate Time Series Overview This repository contains processed datasets and implementation code for

Zitnik Lab @ Harvard 74 Jan 03, 2023
Implementation of the state of the art beat-detection, downbeat-detection and tempo-estimation model

The ISMIR 2020 Beat Detection, Downbeat Detection and Tempo Estimation Model Implementation. This is an implementation in TensorFlow to implement the

Koen van den Brink 1 Nov 12, 2021