Image Classification with Convolutional Neural Networks
Published:
A project implementing a CNN for image classification using PyTorch.
Posts by Collection
computer_vision
Projection Models
Published:
First part of the Computer Vision course.
Building Cameras
Published:
lens camera, DOF, lens flaws, desmosaicing, bay array and color moiré
Event Based Camera
Published:
Event Based Camera description
Image Filtering
Published:
Image filtering covering convolutions, denoising and more
Edge detection
Published:
Edge detection. partial derivatives and gradient of an image.
Interest Points at different scales
Published:
Locating interest points at different scales, rotation…
Fitting
Published:
Fitting points to line using TLS and RANSAC
Alignment
Published:
Alignment of points using different techniques
Energy Minimization and Bayesian Framework
Published:
Energy Minimization and an introduction to the Bayesian Framework
coursework
Image Classification with Convolutional Neural Networks
Published:
A project implementing a CNN for image classification using PyTorch.
docker
Docker Containers
Published:
Introduction and basic of docker containers.
Docker Images
Published:
Introduction and basic of docker iamges.
Introduction to Docker
Published:
Introduction and basic of docker.
Docker Networks
Published:
Introduction and basic of docker networks.
Docker Swarm mode
Published:
Swarm mode, manager and worker nodes introduction.
Docker Compose
Published:
Docker compose and docker-compose.yml file introduction.
Docker Registry
Published:
Docker Registry.
machine_learning
Linear Regression
Published:
First part of the Machine Learning course. Introduction and Linear Regression
Probabilistic Interpretation
Published:
Modelling of Probability Density Functions
Generalized Linear Models
Published:
Introduction to GMLs in ML.
Classification
Published:
Introduction to classification problems in ML.
Generative Learning Algorithms
Published:
Introduction to Generative Learning Algorithms in ML.
portfolio
Fused Fingerprints TMAP
Published:
Visualization of large ChemBL dataset merging MAPC fingerprints for every entry with same Target ID
publications
Paper Title Number 1
Published in Journal 1, 2009
This paper is about the number 1. The number 2 is left for future work.
Recommended citation: Your Name, You. (2009). "Paper Title Number 1." Journal 1. 1(1).
Download Paper | Download Slides
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Download Paper | Download Slides
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Download Paper | Download Slides
Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
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