Almas Myrzatay AlmasM

## Face_Recognition_OpenFace.md

      
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                AlmasM
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              June 24, 2019 14:33
            
              
                Using OpenFace, Adam Geitgey's tutorial on Medium.com about Machine Learning and SVMs to recognize and classify faces
              
          
    face_recognition_classification

This repository uses OpenFace, Adam Geitgey's tutorial on Medium.com about Machine Learning and SVMs to recognize and classify faces
Introduction

In this repository I will cover 3 things:

First, how to use free and open source face recognition (w/ deep neural networks), OpenFace.
Second, I will follow tutorial by Adam Geitgey in order to do face recognition and classification.
Third, I will use face recognition and classification on 2 datasets: LFW and images based on Friends TV Show (Season 8)

Table of Content


## Website_Resources.md

      
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                AlmasM
                / Website_Resources.md
            
            
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              June 24, 2019 14:29
            
              
                Website Resources: HTML, CSS, PHP, MySQL, JavaScript, Amazon AWS
              
          
    WebsiteResources

Recently I finished my first website, and previously I had no web development knowledge. As in case with most CS related work, internet has been my closest companion. In this repository I compiled some of the useful resources I found online. Keep in mind that there will be a lot of 'googling' to do along the way.
More specifically, this repository is a collection of resources such as HTML, CSS (Bootstrap), PHP, MySQL, JavaScript. I will also provide some resources on how to publish website using Amazon AWS and NameCheap.
Outline


HTML
CSS
Additional Materials


## Git_Resources.md

      
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                AlmasM
                / Git_Resources.md
            
            
              Created
              June 24, 2019 14:27
            
              
                Notes from CS50 Seminar on how to use Git
              
          
    How To Use Git

Notes from the lecture on how to use Git. Recently, I came across CS50 seminar on how to use git. The following README
contains short summary of the seminar presented by Brian Yu. Slides are
also available here

Advantages of using Git

Keep track of changes
Revert to older versions


Synchronize between different users


## Python_Development_Resources.md

      
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                AlmasM
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              August 24, 2023 03:35
            
              
                Python resources for development: Unit Testing, PostgreSQL, ORMs, Git(Hub), Docker
              
          
    Python In Production

Helper Python Functions related to CI/CD and production. In this post, I will outline and provide links to various sources and guides that will help working with Python in production.
Table of Content


Supplimentary Production Related Functions


Converting from CURL to Python Formatted Syntax
Navigating YAML Formatted File
*Args and **Kwargs in Python


Python and API Calls


## Neural_Nets_Resources.md

      
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                AlmasM
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              July 23, 2021 17:15
            
              
                Resources for Neural Networks: Keras, SSD Keras, Faster-RCNN, Mask RCNN, YoloV2
              
          
    General AI References


DeepLearning.AI Image Recongition - Video Tutorial by Andrew Ng
AI Book
AI Book - CNN
Deep Learning for Object Detection a Comprehensive Review
Comprehensive Guide for CNN
Beginner's Guide to CNN
Guide to Receptive CNN
Intuitive Explanation of CNN


## cameraList.csv

          
            Camera Name
            MP
            Aperture (F)
            Focal Length
            	Diagonal (FOV)
            	Best Resolution
            IR-Cut
            Price
            Notes
            URL

            
              Smraza
              5MP
              1.8
              3.6MM
              75
              1080p
              
              $21.99
              
              https://www.amazon.com/dp/B073183KYK/ref=twister_B07MBCVFYP?_encoding=UTF8&th=1

            
              MakerFocus
              5MP
              2
              1.7
              175
              1080p
              Automatically Switching Between Day-Vision and Night-Vision
              $27.99
              Compatible with Zero W
              https://www.amazon.com/MakerFocus-Wide-angle-Automatically-Day-Vision-Night-Vision/dp/B07DPNDP6R/ref=pd_day0_hl_147_6/138-6290328-8233000?_encoding=UTF8&pd_rd_i=B07DPNDP6R&pd_rd_r=b13cc9db-3790-11e9-9f14-0518718f1dc0&pd_rd_w=Vw2Ut&pd_rd_wg=rTwoK&pf_rd_p=ad07871c-e646-4161-82c7-5ed0d4c85b07&pf_rd_r=E3NN5VFHXB05G3VVPWK1&psc=1&refRID=E3NN5VFHXB05G3VVPWK1

            
              Arducam Noir Camera
              5MP
              
              2.25
              85
              1080p
              IR Cut filter switched in and out via software
              $27.99
              Compatible with Zero
              https://www.amazon.com/Arducam-Noir-Camera-Raspberry-Illuminator/dp/B07D8S6JRH/ref=pd_bxgy_421_3/138-6290328-8233000?_encoding=UTF8&pd_rd_i=B07D8S6JRH&pd_rd_r=ceb37f3f-323b-11e9-819c-d39f51714f02&pd_rd_w=O1wG8&pd_rd_wg=
Camera Name	MP	Aperture (F)	Focal Length	Diagonal (FOV)	Best Resolution	IR-Cut	Price	Notes	URL
Smraza	5MP	1.8	3.6MM	75	1080p		$21.99		https://www.amazon.com/dp/B073183KYK/ref=twister_B07MBCVFYP?_encoding=UTF8&th=1
MakerFocus	5MP	2	1.7	175	1080p	Automatically Switching Between Day-Vision and Night-Vision	$27.99	Compatible with Zero W	https://www.amazon.com/MakerFocus-Wide-angle-Automatically-Day-Vision-Night-Vision/dp/B07DPNDP6R/ref=pd_day0_hl_147_6/138-6290328-8233000?_encoding=UTF8&pd_rd_i=B07DPNDP6R&pd_rd_r=b13cc9db-3790-11e9-9f14-0518718f1dc0&pd_rd_w=Vw2Ut&pd_rd_wg=rTwoK&pf_rd_p=ad07871c-e646-4161-82c7-5ed0d4c85b07&pf_rd_r=E3NN5VFHXB05G3VVPWK1&psc=1&refRID=E3NN5VFHXB05G3VVPWK1
Arducam Noir Camera	5MP		2.25	85	1080p	IR Cut filter switched in and out via software	$27.99	Compatible with Zero	https://www.amazon.com/Arducam-Noir-Camera-Raspberry-Illuminator/dp/B07D8S6JRH/ref=pd_bxgy_421_3/138-6290328-8233000?_encoding=UTF8&pd_rd_i=B07D8S6JRH&pd_rd_r=ceb37f3f-323b-11e9-819c-d39f51714f02&pd_rd_w=O1wG8&pd_rd_wg=