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Coded Cognition // Andreas Lau Hansen

My personal website. I want to show some of the things I have worked on and that I have found particularly interesting during my studies in AI and Data at DTU

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2024 2
2023 7
2022 3
2021 4
2020 3
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Categories

Project Deep Learning Object Detection Thesis Cognition Embedding HPC Multi-Modal NLP Reinforcement Learning

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CNN Fast R-CNN 3D CLIP Computer Vision Contrastive Learning Embedding Focal Loss GAN Graphs
Featured image of post Weakly Supervised 3D Object Detection
Thesis

Weakly Supervised 3D Object Detection

Master's Thesis

Aug 05, 2024
5 minute read
Featured image of post Image to recipe retrieval
Multi-Modal

Image to recipe retrieval

Advanced Deep learning in computer vision project

Nov 26, 2023
1 minute read
Featured image of post Efficient use of computation
HPC

Efficient use of computation

Optimising code for fast operation on CPUs and GPUs

Jan 15, 2024
1 minute read
Featured image of post Linear Encoding of faces
Cognition

Linear Encoding of faces

Cognitive modelling of Images looking Happy/Sad

Oct 15, 2023
0 minute read
Featured image of post Trash Detection
Object Detection

Trash Detection

Making Fast R-CNN from scratch, in 3 days

Jun 21, 2023
1 minute read
Featured image of post GAN Latent space
Object Detection

GAN Latent space

Exploring the latent space of StyleGAN2

Jun 16, 2023
0 minute read
Featured image of post Semantic Image Segmentation
Segmentation

Semantic Image Segmentation

Making our very own segmentation models from the ground up

Jun 12, 2023
0 minute read
Featured image of post Explainable AI using Saliency maps and Proto-PNet
Responsible AI

Explainable AI using Saliency maps and Proto-PNet

class activation mappings and prototype-based networks for explanations in CNN classifications

Apr 05, 2023
1 minute read
Featured image of post MLOps for Butterfly image generation
Project

MLOps for Butterfly image generation

Generating images of butterflies using DDPM and deploying using Google Cloud.

Jan 19, 2023
1 minute read
Featured image of post Heart rhythm estimation in face videos
Thesis

Heart rhythm estimation in face videos

Bachelor's Thesis

Jun 06, 2022
1 minute read
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