Pinned Repositories
AI-DLDA-2020-deep-reinforcement-learning-for-control
Python notebook for the Lab Session on Deep Reinforcement Learning for Control given at the 3rd International Summer School on Artificial Intelligence AI-DLDA 2020.
AI-DLDA-2021-deep-reinforcement-learning-for-control
Python notebooks for the Lab Session on Deep Reinforcement Learning for Control given at the 4th International Summer School on Artificial Intelligence AI-DLDA 2021.
CoCoLoT
Python implementation of the CoCoLoT tracker (aka mlpLT), winner of the Visual Object Tracking VOT2021 Long-term Challenge.
fpv-tracking-baselines
Python implementation of the LTMU-H and TbyD-H trackers proposed in https://arxiv.org/abs/2209.13502
imagenet
TensorFlow implementation of AlexNet and its training and testing on ImageNet ILSVRC 2012 dataset
MRPyrNet
Official implementation of the MRPyrNet architecture proposed in the papers "Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details" (MIDL 2021) and "Deep convolutional feature details for better knee disorder diagnoses in magnetic resonance images" (Computerized Medical Imaging and Graphics, 2022).
rl-pytorch
Personal repository of state of art Reinforcement Learning algorithms.
SkiTB-toolkit
[WACV 2024] Official code repository to run experiments on the SkiTB dataset.
TREK-150-toolkit
Official code repository to download the TREK-150 benchmark dataset and run experiments on it.
vot-kd-rl
Official code implementation of the papers "Tracking-by-Trackers with a Distilled and Reinforced Model" (ACCV 2020) and "Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator" (ICCVW 2019).
matteo-dunnhofer's Repositories
matteo-dunnhofer/imagenet
TensorFlow implementation of AlexNet and its training and testing on ImageNet ILSVRC 2012 dataset
matteo-dunnhofer/vot-kd-rl
Official code implementation of the papers "Tracking-by-Trackers with a Distilled and Reinforced Model" (ACCV 2020) and "Visual Tracking by means of Deep Reinforcement Learning and an Expert Demonstrator" (ICCVW 2019).
matteo-dunnhofer/TREK-150-toolkit
Official code repository to download the TREK-150 benchmark dataset and run experiments on it.
matteo-dunnhofer/MRPyrNet
Official implementation of the MRPyrNet architecture proposed in the papers "Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details" (MIDL 2021) and "Deep convolutional feature details for better knee disorder diagnoses in magnetic resonance images" (Computerized Medical Imaging and Graphics, 2022).
matteo-dunnhofer/CoCoLoT
Python implementation of the CoCoLoT tracker (aka mlpLT), winner of the Visual Object Tracking VOT2021 Long-term Challenge.
matteo-dunnhofer/SkiTB-toolkit
[WACV 2024] Official code repository to run experiments on the SkiTB dataset.
matteo-dunnhofer/fpv-tracking-baselines
Python implementation of the LTMU-H and TbyD-H trackers proposed in https://arxiv.org/abs/2209.13502
matteo-dunnhofer/rl-pytorch
Personal repository of state of art Reinforcement Learning algorithms.
matteo-dunnhofer/AI-DLDA-2020-deep-reinforcement-learning-for-control
Python notebook for the Lab Session on Deep Reinforcement Learning for Control given at the 3rd International Summer School on Artificial Intelligence AI-DLDA 2020.
matteo-dunnhofer/AI-DLDA-2021-deep-reinforcement-learning-for-control
Python notebooks for the Lab Session on Deep Reinforcement Learning for Control given at the 4th International Summer School on Artificial Intelligence AI-DLDA 2021.
matteo-dunnhofer/darkflow
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
matteo-dunnhofer/matteo-dunnhofer.github.io
Personal website of Matteo Dunnhofer
matteo-dunnhofer/mrnet-baseline
Implementation of the MRNet model proposed in the paper "Deep-learning-assisted diagnosis for knee magnetic resonance imaging: Development and retrospective validation of MRNet" for knee disorders diagnosis.
matteo-dunnhofer/physical-gradient-descent
Code for https://fosterelli.co/executing-gradient-descent-on-the-earth
matteo-dunnhofer/siamfc-pytorch
A clean PyTorch implementation of SiamFC tracking/training, evaluated on 7 datasets.
matteo-dunnhofer/swift-algorithm-club
Algorithms and data structures in Swift, with explanations!