pouyaardehkhani
"Programming is a skill best acquired by practice and example rather than from books." Alan Turing
Pinned Repositories
ActTensor
ActTensor: Activation Functions for TensorFlow. https://pypi.org/project/ActTensor-tf/ Authors: Pouya Ardehkhani, Pegah Ardehkhani
Dice-Game
This is a game with dice in which the person sitting at the bottom of the machine determines the number of rounds of the game, enters the names of the players, then the program rolls two dice for each round and adds the values as points. The person thinks that the person who wins the round every time he reaches seven points, one round takes a long time for one of the players to bring the number 7. Finally, a winner is introduced as the winner of the whole game.
Feature-Engineering
This notebook provides some skills to perform Feature-Engineering on data.
Feature-Selection
This project intends to show the ways we can perform feature selection on our data.
FinancialAnalysis
This notebook provides some skills to perform financial analysis on economical data.
ParameterOptimization
In this project, we focus on different ways to optimize a machine learning model parameters.
TFLiteOCR
With help of a pretrained TFLite model for OCR tasks we will detect every text in a picture and return every word according on our prediction.
Time-Series-Analysis
This notebook provides some skills to perform Time-Series-Analysis.
pouyaardehkhani's Repositories
pouyaardehkhani/ActTensor
ActTensor: Activation Functions for TensorFlow. https://pypi.org/project/ActTensor-tf/ Authors: Pouya Ardehkhani, Pegah Ardehkhani
pouyaardehkhani/Feature-Selection
This project intends to show the ways we can perform feature selection on our data.
pouyaardehkhani/ParameterOptimization
In this project, we focus on different ways to optimize a machine learning model parameters.
pouyaardehkhani/TFLiteOCR
With help of a pretrained TFLite model for OCR tasks we will detect every text in a picture and return every word according on our prediction.
pouyaardehkhani/Algorithms
This repo contains implementation of some known algorithms in 3 programming languages (Java, Python, C++).
pouyaardehkhani/ArcaneGAN
Fast inference on ArcaneGAN with the help of pretrained models.
pouyaardehkhani/BarcodeGEN
Barcode, QR Generation and Reading using python packages
pouyaardehkhani/Bernoulli-Recommender-System
We use Restricted Boltzmann machines to build a 1-0 recommender system for movies.
pouyaardehkhani/BloodCellOD
Detected blood cells in images using yolov5s.
pouyaardehkhani/CatVsDogsAPP
This app contains an order flow for detecting cat vs dogs with help of a tensorflow lite model.
pouyaardehkhani/CupCakeAPP
This app contains an order flow for cupcakes with options for quantity, flavor, and pickup date. The order details get displayed on an order summary screen and can be shared to another app to send the order.
pouyaardehkhani/CycleGAN
Using CycleGAN for turning horses to zebras by TensorFlow from scratch.
pouyaardehkhani/Dimensionality-Reduction-Techniques
This project intends to show the ways we can perform dimensionality reduction techniques on our data.
pouyaardehkhani/ImageClassifierAPP
With help of a pretrained TFLite model on ImageNet dataset we will classify real time video stream with mobile phone camera and show the result of the highest class that our model predicted.
pouyaardehkhani/LaTeX-Template
This is a basic template of how to use LaTeX to write a professional document.
pouyaardehkhani/Morse-Code-Translater
simple streamlit application for converting English texts to morse code and mosre code to English. https://morse-code-translater-mo4yoyxaygfj5e6aclgjqp.streamlit.app/
pouyaardehkhani/NST
Neural Style Transfer techniques using TensorFlow to transfer style of an image based on an another image.
pouyaardehkhani/numpy-template
This is a basic template of how to use numpy for machine learning and statistical analysis or even math problems.
pouyaardehkhani/ObjectDetectionAPP
With help of a pretrained TFLite model on COCO dataset we will detect real time objects through video stream with help of mobile phone camera and show the result of the highest class that our model predicted with its bounding box.
pouyaardehkhani/OCRapp
Simple app that locates and write back every text in a picture. This is done by android ml package.
pouyaardehkhani/OpencvTutorial
Exploring different methods available in Opencv in Python.
pouyaardehkhani/pandas-template
This is a basic template of how to use pandas.
pouyaardehkhani/PouyaArdehkhani
pouyaardehkhani/Recommender-System
We use stacked Autoencoders to build a powerfull recommender system for movies.
pouyaardehkhani/SRGAN
Enhance the quality of your images with our SRGAN (Super-Resolution Generative Adversarial Network) model implemented from scratch.
pouyaardehkhani/Statistics-and-Probability-in-Python
Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"
pouyaardehkhani/TipCalculatorAPP
My first android app to calculate how much tip we must pay according to our sentiment.
pouyaardehkhani/VGGFace-FacialRecognition
Facial Recognition using VGGFace model from scratch.
pouyaardehkhani/ViT-image-classification
Using Vision Transformer model for image classification task.
pouyaardehkhani/youtube_downloader
streamlit app for downloading video from youtube. https://youtubedownloader-hvcexo8qtdwu7jwx2xwmn3.streamlit.app/