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a3c_agent

The Asynchronous Advantage Actor Critic (A3C) algorithm is one of the newest algorithms to be developed under the field of Deep Reinforcement Learning Algorithms. This algorithm was developed by Google’s DeepMind which is the Artificial Intelligence division of Google. In this repository, I have my implementations of A3C on Cartpole game, Robot arm, etc.

atis_solution_mz

automation-online-website-python

bangla-license-plate-recognition

This repository contains my ongoing project on "Bangla License Plate Recognition using YOLOv4 & PyTesseract". YOLOv4 algorithm is used for the Detection part, then PyTesseract is used for the recognition part. Further work is in progress.

basic_programs_with_c

In this repository, most of the programs are the written in basic C language. These are the programs with which I started learning programming became a coding enthusiast.

cs-go-pyautogui

cs-go_kd-classifier

This classification task is specifically dependent on a video dataset that includes video clips of kill and death scenes from the first-person shooting game “CS Go”. I have used the ResNet-50 model for image classification and then turn it into a more accurate video classifier by employing the rolling averaging method.

cssprograms

ddpg_agent

Deep Deterministic Policy Gradient (DDPG) is a model-free off-policy algorithm for learning continuous actions. It is a reinforcement learning technique that combines ideas from DPG (Deterministic Policy Gradient) and DQN (Deep Q-Network). From DQN, it uses Experience Replay and Slow-learning target networks. From DPG, it incorporates Operating over continuous action spaces.

firstwebdjango

This is the first-ever project I have done using the Python programming language. During the third year of my undergraduate study, I learned the Django framework and became interested in building websites associated with JavaScript. Under the influence of excitement, I built a personal website using Django, where I can create separate profiles, record information, upload personal files, etc. I also used HTML, CSS, JavaScript, bootstrap at different levels of the project.

frames_fixed_fps_length

1. frames.py ::: Extract all frames according to default fps. 2. fixed_fps.py ::: Extract all frames with a fixed fps. 3. fixed_fps_length.py ::: Extract all frames with a fixed fps and untill a defined video length.

go-blogpost-restapi-jwt-postgres

go-clean-template

Clean Architecture template for Golang services

go-coffeeshop

☕ A practical event-driven microservices demo built with Golang. Nomad, Consul Connect, Vault, and Terraform for deployment

go-rest-api-postgres

go-restapi-jwt-gin-mysql

GO RestAPI using MySQL database with JWT Authentication

guide

handwritten_bangla_character_recognition

This research work aimed to develop a handwritten character recognition model using a deep convolutional neural network and analyze the three complete datasets: BanglaLekha Isolated, CMATERdb, and Ekush and get significant accuracies for all the character classes, considering the maximum number of samples they have. The aim was to improve the basic structure of OCR based identification of documents and exam papers for the educational institutes with Bangla medium.

html_css_built_websites

k8s-walk-through

Baby steps through K8s

mind_game

This project includes some works of functions in C++, files, graphics and some conditions. It helps students to think about prediction mathematically. There are 100 numbers from 0-99 in a list and if one take a number in mind from it, my project finds out the exact number in only six steps. It includes graphics work in every step.

multi-agent-bc-study

This repository holds my study and understanding on the applications of Multi Agent Behavior Cloning in real world problems.

multi-agent-rl-study

This Repository holds my study and understanding on the applications of Multi Agent Reinforcement Learning in real world problems.

mzayed47

Config files for my GitHub profile.

object_detection_using_yolov3

This project is a part of my second research work on “Real-Time Detection and Recognition of traffic signs in Bangladesh using YOLOv3 Detector”. I used Keras library to build the YOLOv3 model from scratch and loaded it with a pre-trained weight file. Then I used both Keras and TensorFlow to load the model and detect several classified objects in images.

online_judge_uva

This repository contains almost all the problems I have solved on the UVa online judge.

person-detector-web

This repository contains my project on a web application for specific person detection from a video stream. Few further modification can also detect persons from a real-time video stream.

pioneer_alpha_mz

ML Coding Task

programming_contests

In this repository, I have uploaded the programs from the programming contests I have attended

real_time_od_webcam_dashcam

This project is a part of my ongoing research work on “Real-Time On-Road Vehicle Detection and Distance Estimation”. For this project, I have used the YOLOv4 algorithm (published in April 2020) which is considered the fastest and most accurate version of YOLO.