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Hi there, I'm Pooya Mohammadi šŸ‘‹

I'm an AI Researcher & Developer

  • šŸ”­ I love research topics in Deep Learning, Medical science, and Deep Reinforcement Learning
  • šŸŒ± I'm currently learning about GNN, GAN, and Diffusion models
  • šŸ”Ø Iā€™m currently working on chatbots, voice assisstance systems, reinforcment learning models for optimization and also making youtube videos about python and AI.
  • šŸ‘Æ I'm looking for a PhD position in Medical Science fields.
  • šŸ“« How to reach me:
  • Follow me on Youtube: www.youtube.com/PooyaMohammadiKazaj

Keywords: Speech, Deep Learning, CV, AI, NLP, Reinforcement Learning

Pooya Mohammadi's GitHub stats

Pooya Mohammadi's GitHub stats

Projects:

Deep Utils

This repository contains the most frequently used deep learning models and functions. In mainly constists utilities for:
1. vision:
  1. yolov5
  2. mtcnn
  3. ultralight
  4. deepsort
  5. torchvision-image-classification
2. nlp
  1. ner
    1. ner-stratify
    2. ner-augmentation -> replacement and removal augmentation
3. utils
  1. box-utils 
  2. point-utils
4. augmentation
  1. Cutmix-classification
  2. Cutmix-segmentation
...
Deep_Utils is still under heavy development...

Yolov5-gradcam

Visualizing Yolov5's layers using GradCam 

Pooya Mohammadi Kazaj's Projects

intro_to_git icon 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.

intro_to_python icon intro_to_python

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

intro_to_yolo icon 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

ner-transformers-armanpers icon 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

nuggt icon nuggt

Automate any task with a single AI command

openspeech icon openspeech

Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.

persian-spell-checker-kenlm icon 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.

piq icon piq

Measures and metrics for image2image tasks. PyTorch.

pooya-mohammadi icon pooya-mohammadi

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

pycox icon pycox

Survival analysis with PyTorch

tflite-dockerfile icon tflite-dockerfile

This is a simple dockerfile for running tflite without installing TensorFlow

today-i-learned icon 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.

u-2-net icon u-2-net

The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

unet-skin-cancer icon unet-skin-cancer

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

vox2wav icon vox2wav

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

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