masouduut94

MCTS-agent-python

Monte Carlo Tree Search (MCTS) is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a search tree accordingly. It has already had a profound impact on Artificial Intelligence (AI) approaches for domains that can be represented as trees of sequential decisions, particularly games and planning problems. In this project I used a board game called "HEX" as a platform to test different simulation strategies in MCTS field.

MCTS-agent-cythonized

MONTE Carlo Tree Search (MCTS) is a method for finding optimal decisions in a given domain by taking random samples in the decision space and building a search tree accordingly. It has already had a profound impact on Artificial Intelligence (AI) approaches for domains that can be represented as trees of sequential decisions, particularly games and planning problems. In this project I used a board game called "HEX" as a platform to test different simulation strategies in MCTS field.

volleyball_analytics

This project is designed to display how we can utilize deep learning methods for Sports Data Analytics.

cv_tools

This is a repo that I use to keep some tools that I developed for simple automation tasks like video annotation, stiching videos, slicing videos and etc.

digikala-color-classification

Digikala dataset for the task of color classification.

Monte-Carlo-Tree-Search-Hex-Cpp

I used this project to master c++. I just reimplemented monte carlo tree search agent on the game of hex with cpp.

opencv_tutorials

Learn computer vision tools

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

A-Dataset-for-Automatic-Violence-Detection-in-Videos

AVSS2019

Efficient Violence Detection Using 3D Convolutional Neural Networks

coco-manager

Scripts to manage COCO datasets

covid-19-xray-dataset

Manually drawn lung segmentations, with and without covid

gradient_descent_viz

interactive visualization of 5 popular gradient descent methods with step-by-step illustration and hyperparameter tuning UI

HeadPoseEstimate

This project is based on 3d facial landmarks.

masouduut94

MCTS-Cpp-Tests-

Unit Tests for Monte-Carlo-Tree-Search in Game of HEX. It will be integrated to the main qt project later.

ml-andrew-ng-code

سورس کد وب سایت یادگیری ماشین دانشگاه استنفورد به فارسی برای مشارکت

ML-For-Beginners

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

Object-Detection-Metrics

Most popular metrics used to evaluate object detection algorithms.

Portfolio

This Portfolio is a compilation of all the Data Science and Data Analysis projects I have done for academic, self-learning and hobby purposes. This portfolio is updated on the regular basis.

resume

A latek code for resume

RWF2000-Video-Database-for-Violence-Detection

A large scale video database for violence detection, which has 2,000 video clips containing violent or non-violent behaviours.

sherloq

An open-source digital image forensic toolset

superannotate

TFRecords_4_videos

:floppy_disk: :fire: The fastest and easiest to use TFRecords formatter

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."

VolleyVision

Applying Deep Learning Approaches to Volleyball Data

yolor

implementation of paper - You Only Learn One Representation: Unified Network for Multiple Tasks (https://arxiv.org/abs/2105.04206)

yolov3-keras-tf2

yolo(v3/v4) implementation in keras and tensorflow 2.2

yolov4-deepsort

Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.