pouyaardehkhani

ActTensor

ActTensor: Activation Functions for TensorFlow. https://pypi.org/project/ActTensor-tf/ Authors: Pouya Ardehkhani, Pegah Ardehkhani

ParameterOptimization

In this project, we focus on different ways to optimize a machine learning model parameters.

Feature-Selection

This project intends to show the ways we can perform feature selection on our data.

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.

Algorithms

This repo contains implementation of some known algorithms in 3 programming languages (Java, Python, C++).

ArcaneGAN

Fast inference on ArcaneGAN with the help of pretrained models.

BarcodeGEN

Barcode, QR Generation and Reading using python packages

Bernoulli-Recommender-System

We use Restricted Boltzmann machines to build a 1-0 recommender system for movies.

BloodCellOD

Detected blood cells in images using yolov5s.

CatVsDogsAPP

This app contains an order flow for detecting cat vs dogs with help of a tensorflow lite model.

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.

CycleGAN

Using CycleGAN for turning horses to zebras by TensorFlow from scratch.

Dimensionality-Reduction-Techniques

This project intends to show the ways we can perform dimensionality reduction techniques on our data.

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.

LaTeX-Template

This is a basic template of how to use LaTeX to write a professional document.

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/

NST

Neural Style Transfer techniques using TensorFlow to transfer style of an image based on an another image.

numpy-template

This is a basic template of how to use numpy for machine learning and statistical analysis or even math problems.

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.

OCRapp

Simple app that locates and write back every text in a picture. This is done by android ml package.

OpencvTutorial

Exploring different methods available in Opencv in Python.

pandas-template

This is a basic template of how to use pandas.

PouyaArdehkhani

Recommender-System

We use stacked Autoencoders to build a powerfull recommender system for movies.

SRGAN

Enhance the quality of your images with our SRGAN (Super-Resolution Generative Adversarial Network) model implemented from scratch.

Statistics-and-Probability-in-Python

Explore "Statistics" and "Probability Theory" Concepts and Their Implementations in "Python"

TipCalculatorAPP

My first android app to calculate how much tip we must pay according to our sentiment.

VGGFace-FacialRecognition

Facial Recognition using VGGFace model from scratch.

ViT-image-classification

Using Vision Transformer model for image classification task.

youtube_downloader

streamlit app for downloading video from youtube. https://youtubedownloader-hvcexo8qtdwu7jwx2xwmn3.streamlit.app/