Menua Bedrosian's starred repositories
easy_image_inpainting
Generative AI based image editing/inpainting made super easy to work with.
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.
audio-classification-pytorch
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.
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
unet-skin-cancer
U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation
cnn_receptive_field
Extract the receptive field of a fully connected cnn.
hydra_examples
Here I present the examples that I have tested with hydra so far.
openspeech
Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.
ocr-labeling-tool
A simple OCR labeling tool built on Flask and PyQt5
linear-programming
Linear Programming and Mixed-Integer Linear Programming with Python
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.
pytorch-lightning-image-classification
pytorch lightening image classification
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.
transformers_hub_download_urls
A simple code for generating download links for all the files of a huggingface_hub repository
face-detection-recognition
This project presents a full process of creating face-detection & face-recognition web-application service using deep_utils library
GroundingDINO
The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"
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!
annotation2mask
Converting coco-like annotation json files to png masks
elk-projects
Hear I present simple samples of setting up ELK stack
crnn-pytorch
pytorch implementation of crnn. A sample training of license plate is provided.