Murat Bayraktar's repositories
ByteTrack-MOT-with-UI-YOLOX-
This repository is intended to focus on analyzing the instances movements in a scenario using multiple object tracking with ByteTrack and YOLOX approach.
PlateDetector
This repository is dedicated to develop a program that detects nigerian plates and extracts their numbers accordingly using deep learning
amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
awesome-mlops
A curated list of references for MLOps
courseTester
this is a demo repository
deploy-ml-mlflow-aws
Deploying Models to Production with Mlflow and AWS Sagemaker
detecting-data-drift-in-nlp-using-amazon-sagemaker-custom-model-monitor
NLP Datadrift in sagemaker
Extracting-data-using-API
Extracting data and create dataset using API
HumanDetection
This repository will contain several methods to detect human presence in a ship (using faces/body/openPose)
Intro-Transformer-BERT
Introduction to Transformers and BERT
it-cert-automation-practice
Google IT Automation with Python Professional Certificate - Practice files
MLOpsPython
MLOps using Azure ML Services and Azure DevOps
provider_todo
Implementation of Provider State Management
SageMaker_MLFlow-Projects
This repo will contain what I am learning and what I practice in automating ML flows using AWS SageMaker and MLflow
terraform-sagemaker-sample-1
a sample repository for terraform to run Amazon SageMaker notebook part 1
tf-fraud-detection-using-machine-learning
Use Terraform to set up infrastructure described in AWS's example of fraud detection with SageMaker. https://docs.aws.amazon.com/solutions/latest/fraud-detection-using-machine-learning/architecture.html
yolov4-deepsort
Object tracking implemented with YOLOv4, DeepSort, and TensorFlow.