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siromermer/README.md

Accounts



Main Projects

Converting Real life Chessboard Photos to a 2D Chessboard-Format --> Object Detection , Image Processing

  • Converter for real-life Chess images to 2D format (format used by chess.com,lichess.org)
    --> OpenCV,Pytorch,Pandas, Numpy ,Depthai

Text Extractor Summarizer Translator MobileApp --> Image Processing , Text Extracting , NLP(Summarizers)

  • mobile application(ML&CV) designed to extract, summarize, and translate text from images(book pages ,online documentations ...)
    --> Python , Opencv , Flask , Flutter , Dart

CSGO Object Detector --> Object Detection

OpenCV Projects --> Object Tracking & Detecting with different algorithms --> c++ and python

  • Object tracking with --> SIFT , FAST , ORB , Meanshift , Lucas Kanade , Background Subtraction . Both c++ and python implementation for each project




Machine Learning Other
Title Tools
CSGO-CS2 0bject Detection OpenCV PyTorch
Real-life chess Image Converter OpenCV NumPy PyTorch
Text Extractor Summarizer
Translator MobileApp
OpenCV NumPy
Flutter & Flask
Money Counter Object
Detection SSD-MobileNet
TF OpenCV NumPy
Money Counter (yolo) V2
Yolov7
OpenCV NumPy
Pipeline for Deep Learning KERAS NumPy TF
Pandas
Object-Detection-GUI
-application-with-Colors-HSV
NumPy OpenCV
Object Tracker /
meanShift Algorithm
NumPy OpenCV
Line-Following-Algorithms
-for-LineFolllowerDrone
NumPy OpenCV
Object Tracker / SIFT Algorithm NumPy OpenCV
EDA (10 different Dataset) KERAS NumPy Pandas
Sea Animals Classification KERAS Pandas TF
Flower Classification KERAS Pandas TF
Intel Image Classification KERAS Pandas TF
OpenCV notes & Examples OpenCV NumPy
Predicting Heart Attack KERAS NumPy Pandas
Title Tools
Flutter Football App Flutter & Pandas & Flask
PDF & Subtitle Translator pytesseract & pandas ..
English-Turkish Dictionary tkinter & requests ..
Parkour Game (OOP) Pygame
Fifa Players Searcher Tkinter & Pandas
Image Scraper Scrapy
Infinte Video Creater tkinter,Image ..
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  1. CS2-CSGO-Yolov8-Yolov7-ObjectDetection CS2-CSGO-Yolov8-Yolov7-ObjectDetection Public

    I trained Yolov8 and Yolov7 Custom Deep Learning Models for Counter Strike 2(CS2-CSGO) , it detects players bodies and heads (T and CT sides separately) , it is simply aimbot

    Python 23

  2. OpenCV-Projects-cpp-python OpenCV-Projects-cpp-python Public

    Object tracking with --> SIFT , FAST , ORB , Meanshift , Lucas Kanade , Background Subtraction . Both c++ and python implementation for each project.

    Makefile 5 1

  3. Dynamic-Chess-Board-Piece-Extraction Dynamic-Chess-Board-Piece-Extraction Public

    Extracting of Chess Board and Pieces to Classic 2D Chess Format (lichess.com, chess.com) in Real Life Using a Camera

    Jupyter Notebook 4 1