Yağmur Çiğdem Aktaş – Medium

Yağmur Çiğdem Aktaş

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Towards Data Science

Complete MLOPS Cycle for a Computer Vision Project

These days, we encounter (and maybe produce on our own) many computer vision projects, where AI is the hottest topic for new technologies…

Nov 28

Complete MLOPS Cycle for a Computer Vision Project

Nov 28

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Published in
Towards Data Science

Object Detection with Convolutional Neural Networks

Multi-Stage(RCNN, Fast RCNN, Faster RCNN) and Single Stage (SSD, YOLO) architectures for object detection and their usage to train your own…

Jan 30, 2022

Object Detection with Convolutional Neural Networks

Jan 30, 2022

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Object Detection using Lidar

State-of-the-art AI Models for processing Lidar data in order to detect objects: Pointnet, Voxelnet, SECOND, and Pointpillar are explained

Jul 28, 2022

Object Detection using Lidar

Jul 28, 2022

Published in
Towards Data Science

Track Computer Vision Experiments with MLflow

Discover how to set up an efficient MLflow environment to track your experiments, compare and choose the best model for deployment

3d ago

Track Computer Vision Experiments with MLflow

3d ago

Published in
Towards Data Science

An easy way to understand GIT

Intermediate git commands and their meanings explained

Nov 4, 2022

An easy way to understand GIT

Nov 4, 2022

3D Multi-Object Tracking using Lidar

Introduction to Lidar, Autonomous Driving Public Dataset Types, State of the Art Object Recognition Models for Lidar, and a Kalman…

Jul 28, 2022

3D Multi-Object Tracking using Lidar

Jul 28, 2022

Published in
Towards Data Science

Image Classification with Convolutional Neural Networks

A comprehensive guide to convolution and convolutional neural networks for image classification, from implementation with Python and…

Jan 4, 2022

Image Classification with Convolutional Neural Networks

Jan 4, 2022

Visual Perception: Epipolar Geometry

Epipolar Geometry basics like Essential Matrix, Fundamental Matrix, Triangulation, Feature Matching are explained with their MATLAB code…

Oct 15, 2021

Visual Perception: Epipolar Geometry

Oct 15, 2021

Visual Perception: Camera Calibration

Camera Calibration using DLT and Zhang’s Method from theoretical math explanation to MATLAB code application

Oct 15, 2021

Visual Perception: Camera Calibration

Oct 15, 2021

Visual Perception GUI

A user interface implemented with QT Creator, Opencv, and C++ to make the user able for realizing what they learned during this tutorial…

Oct 15, 2021

Visual Perception GUI

Oct 15, 2021

Yağmur Çiğdem Aktaş

Yağmur Çiğdem Aktaş

www.linkedin.com/in/yağmur-cigdem-aktas https://github.com/YCAyca You can reach all the codes used in my posts from this github link!

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