pooya-mohammadi/audio-classification-pytorch

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pooya-mohammadi/audio-classification-pytorch

pooya-mohammadi

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In this project, several approaches for training/finetuning an audio gender recognition is provided. The code can simply be used for any other audio classification task by simply changing the number of classes and the input dataset.

yolov5-gradcam

Visualizing Yolov5's layers using GradCam

Jupyter Notebook

deep_utils

An open-source toolkit which is full of handy functions, including the most used models and utilities for deep-learning practitioners!

Face

I have published my face related codes in this repository

Jupyter Notebook

crnn-pytorch

pytorch implementation of crnn. A sample training of license plate is provided.

intro_to_python

In this repository, I share codes of the introduction to python courses published on my YouTube channel

Jupyter Notebook

face-detection-flask-nginx-gunicorn-docker

This is a minimal implementation of face-detection models using flask, gunicorn, nginx, docker, and docker-compose

persian-spell-checker-kenlm

A complete instruction for training a Persian spell checker and a language model based on SymSpell and KenLM, respectively using Wikipedia dataset.

DataMiningwithPython

Jupyter Notebook

intro_to_git

This repo contains a series of notes for using Git and GitHub. It's aimed at making it easy to work with Git and GitHub practically. I also released a series of YouTube videos based on the content of this repo.

pooya-mohammadi

This is Pooya Mohammadi, Open Source Enthusiast, AI Developer & Researcher

cycle-gan-fer

DeepLearningIntro

Introduction to Deep Learning

Jupyter Notebook

Covid-19-detection

unet-skin-cancer

U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation

Jupyter Notebook

OpenCVPython

Jupyter Notebook

annotation2mask

Converting coco-like annotation json files to png masks

FER

We present our facial expression recognition models for fer-2013 dataset

vox2wav

Converting Vox files to Wav or other formats that are easy to workaround.

ocr-labeling-tool

A simple OCR labeling tool built on Flask and PyQt5

DeepLearningCodes

added session 02

Jupyter Notebook

pooya-mohammadi.github.io

deep-utils-notebooks

The deep_utils' notebooks are stored in this repository

Jupyter Notebook

today-i-learned

Today I learned contains Q&A of what I have learned so far. It encompasses topics like: python, deep-learning, cuda-installation, docker, git, linux, etc.

elk-projects

Hear I present simple samples of setting up ELK stack

easy_image_inpainting

Generative AI based image editing/inpainting made super easy to work with.

Jupyter Notebook

pytorch-lightning-image-classification

pytorch lightening image classification

dvc-example

tflite-Dockerfile

This is a simple dockerfile for running tflite without installing TensorFlow

kubernetes-projects

kubernetes-hello-world-on-minikube

A simple hello-world project using kubernetes on minicube

elasticsearch-notes

presenting codes and notes from Elasticsearch 7.0 Cookbook over 100 recipes for fast, scalable, and reliable search for your enterprise, 4th edition book

NER-Transformers-ArmanPers

In this repository, a complete fine-tuning process of HooshvareLab/roberta-fa-zwnj-base over ArmanPers dataset using Transformers library is presented

Jupyter Notebook

git_01

intro_to_yolo

In this repository, I aim at providing theoretical and practical notes for fully understanding Yolo models. Then, I show how to label a dataset which is downloaded from kaggle.com using makesense.ai to make it ready for training by yolo models

minio-nginx-service

face-detection-recognition

This project presents a full process of creating face-detection & face-recognition web-application service using deep_utils library

anything_color_recognition

This project implements the Vehicle Color Recognition using Convolutional Neural Network. I will train it with all types of data to recognize color of anything. Not sure whether it works or not!

cnn_receptive_field

Extract the receptive field of a fully connected cnn.

cow-nose-recognition

Jupyter Notebook

github_01

hydra_examples

Here I present the examples that I have tested with hydra so far.

linear-programming

Linear Programming and Mixed-Integer Linear Programming with Python

federated-learning-monai-nvflare

reid-vehicle--reid-person-deep

hands-on-large-language

This project is created over the early released book called hands-on-large-language by Oreilly.

Jupyter Notebook

Listening-to-Sound-of-Silence-for-Speech-Denoising-simple

transformers_hub_download_urls

A simple code for generating download links for all the files of a huggingface_hub repository

Jupyter Notebook

node-projects

opencv-js