advanceddeeplearning

Advanced Deep Learning

annotation2mask

Converting coco-like annotation json files to png masks

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!

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.

batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

chestxrayanatomysegmentation

classification_metric_learning

cnn_receptive_field

Extract the receptive field of a fully connected cnn.

covid-19-detection

crnn-pytorch

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

cycle-gan-fer

dataminingwithpython

deep-utils-notebooks

The deep_utils' notebooks are stored in this repository

deep_utils

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

deeplearningcodes

added session 02

deeplearningintro

Introduction to Deep Learning

dvc-example

easy_image_inpainting

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

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

elk-projects

Hear I present simple samples of setting up ELK stack

espnet

End-to-End Speech Processing Toolkit

face

I have published my face related codes in this repository

face-detection-flask-nginx-gunicorn-docker

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

face-detection-recognition

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

federated-learning-monai-nvflare

fer

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

git_01

github_01

groundingdino

The official implementation of "Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection"

handgesture-recognizer

This repository contains a custom dataset for Gesture Recognition, collected and curated personally. The dataset comprises 200 high-quality images, categorized into four hand gestures: Open Palm, Fist, Thumbs Up, and Peace Sign.