Discover KiLJ4EdeN/fastify_prac Open Source project

Convolutional Long Short-term memory ( CNN - LSTM ) evaluation on the heart sound database with 91% accuracy.

Abnormal_Heart_Sound_Diagnosis

Region labeling based on Canny features and Bounding-box Intersection over Union (IoU).

ObjectDetection_WithoutAI

An unofficial implementation of the paper "A comprehensive comparison of handcrafted features and convolutionalautoencoders for epileptic seizures detection in EEG signals"

AutoEncoder_Seizure_EEG_Generation

Source codes for the research paper "A Novel Geometrical Method for Depression Diagnosis Based on EEG Signals"

A-Novel-Geometrical-Method-for-Depression-Diagnosis-Based-on-EEG-Signals

Ready to use CT scan based COVID detection service using deep learning.

COVID_WEB

A simple python module to leverage fuzzy control algorithms.

KiLJ4EdeN

My Personal Repository

fuzzc

plot and print model activity using context manager

Plot_Loss_Sklearn

Facial Recognition with cpp using state of the art insightface model.

face_recognition_cpp

C++

DeepCOVID

Minimal model serving in 24 lines of code using fastapi.

fastapi_tf-keras_example

LBP implementation in python.

Local_Binary_Patterns

Using state of the art transformers on time series data

TimeSeries_Transformer

Tensorflow Algorithm and Layer Implementations.

TensorFlow_AddOns

An extension to lightgbm plot module to make interpretable and useful lightgbm tree models

LightGBM_Plot

Simple Speech to text prototype using google api

Persian_Speech_To_Text

Simple Persian Object Detection Web app based on flask framework, OpenCV and Darknet Yolov3.

Persian_ObjectDetection_WebService

Instuctions to build tensorflow from source inside docker, helps with cpus that dont have avx, avx2, sse, or kvm and vmware shared cpus, Also great when u do have a good cpu and want the speedup from a compiled tensorflow

tensorflow_from_source_docker

Dockerfile

Cython_Tutorial

Transfer weights with tf.keras and facenet on any dataset.

FaceNet_TransferLearning

8puzzle-solver

8 puzzle solver

Fast And Accurate Landmark Detection with InsightFace, only 50ms for a single face per frame!

insightface_landmarks

Basic Regression Tasks using all the models available from scikit-learn

Sklearn_Regression_Portfolio

Simple Facial Recognition Web app based on flask framework, haarcascades and OpenCV.

Flask_FacialRecognition_WebService

CSS

CV_PYTHON

opencv basics in python.

docker compose a basic production flask setup

compose-nginx-uwsgi-flask

Understanding Artificial Intelligence.

DeepLearningFromScratch

HSV_COLOR_FILTERS

Facial recognition applying the scikit-learn RadiusNeighborsClassifier.

Radius_Neighbors_FacialRecognition

Jupyter Examples of Seaborn Plots.

BashTutorial

Tutorial to use bash.

Shell

seaborn_tutorial

Tutorial for cpp utilizing the SoloLearn course and linearcpp while adding Machine Learning and Computer Vision examples.

Cpp_Tutorial

C++

PyTorch_Examples

Exploring DL With PyTorch.

NetworkingTools

studying pyspark for bigdata analysis

python-spark

SoloLearn_JavaScript

tf2_prac

discord_balance_bot

Simple discord bot that messages user based on a particular event

data-lake-frontend

Data Lake Frontend

Sequential down sample implementation for imbalanced data classification.

SequentialDownSampler

PyTorch_Tutorial_

Examples from torch.

online learning example with river

online_learning

study ways to compare two images

similarity_methods

template to create express apps

mock

express_template

Simple build for mxnet that works on any cpu, (NON AVX, Shared CPUS, etc..)

mxnet_minimal_build

Basic_Ai_Implementations

Basic code for RBFN, MLP and KNN evaluated on the mushroom dataset.

A utility to use a series of different convolutional blocks.

FelixbleNN

Simple and flexible system arg parser class with python

tf-gpu-installation

tf gpu installation

ArgumentParser

Reading frames from ip cameras with passwords using the urllib module

IPCAM_urllib

Basic flask user interface using mongodb.

Flask_Basic_UI

snippets to use while developing with fastapi

LaTeX_prac

useful LaTeX templates

TeX

fastapi_basics

Tensorflow 2.x basics covered.

Tesnorflow2_Tutorial

Awakeness Detection using MATLAB's vision toolbox and haarcascades.

sqlzoo

sqlzoo examples

Awakeness_Detection

Useful functions for matlab.

SoloLearn_HTML

HTML Basics

HTML

MATLAB_utils

Image to patch conversion with python .

img_to_patch

MRI_CW_1

MRI computer homework 1

Simple polls app from django documentation.

Django_Polls_App

face detection using opencv js

face_detection_opencv_js

example to use tesseract with persian data

tesseract_persian_example

python project template using pyproject toml

python-template

nestjs_prac

express-ts

tf2_nn

An attempt to use the tf.nn module with tf2

d2l-tensorflow

minimal image classification ui

Streamlit_Minimal_ML

express-react-template

uwsgi_nginx_multi_app_template

Dockerfile

invert_bt

Simple download and upload to s3 using fastapi and boto3

fastapi-s3-storage

upload seg to xnat and ohif

selenium_test

train mrcnn in colab without version issues

mrcnn-colab

Express_JS

Express prac

Famous Architectures from the keras repository.

KerasApplications

some stuff with ray to see how viable the framework is

ray_exp

React-Redux

React-Redux Prac

vue basic stuff from the Gwendolyn Faraday course

vue_basics

HTML

nginx_multiserver_upstream

nginx load balancing while having multiple ip or domains containing the same application

Dockerfile

train-tesseract4-persian

Train Tesseract 4 for persian

tutorial on how to train deep learning models with c++ and dlib.

dlib-deep-learning

C++

HW1_MV

Homework1, machine vision class, KNTU