fregu856
Postdoc | Machine Learning for Computational Pathology
Karolinska InstitutetStockholm, Sweden.
Pinned Repositories
2D_detection
TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.
3DOD_thesis
3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.
deeplabv3
PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.
ebms_3dod
Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.
ebms_proposals
Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.
ebms_regression
Official implementation of "Energy-Based Models for Deep Probabilistic Regression" (ECCV 2020) and "How to Train Your Energy-Based Model for Regression" (BMVC 2020).
evaluating_bdl
Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.
papers
I categorize, annotate and write comments for all research papers I read (390+ papers since 2018).
regression_uncertainty
Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.
segmentation
TensorFlow implementation of ENet, trained on the Cityscapes dataset.
fregu856's Repositories
fregu856/Sommarprojekt16
fregu856/Summer17
fregu856/CS-229
fregu856/ORB_SLAM2
Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities
fregu856/SpaceY
fregu856/AA203_project
fregu856/AA273_project
fregu856/Autopilot-TensorFlow
A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes
fregu856/Awesome-CV
Awesome CV is LaTeX template for your outstanding job application
fregu856/CNN-LSTM-Caption-Generator
A Tensorflow implementation of CNN-LSTM image caption generator architecture that achieves close to state-of-the-art results on the MSCOCO dataset.
fregu856/dashboards
Responsive dashboard templates for Bootstrap
fregu856/deep_RL
fregu856/enet-keras
A keras implementation of ENet (work in progress)
fregu856/hector_slam
hector_slam contains ROS packages related to performing SLAM in unstructed environments like those encountered in the Urban Search and Rescue (USAR) scenarios of the RoboCup Rescue competition.
fregu856/hls_lfcd_lds_driver
ROS package for HLDS HLS-LFCD LDS driver
fregu856/Kandidatprojekt
Kandidatprojekt i elektronik. Bygga sexbent robot.
fregu856/models
Models built with TensorFlow
fregu856/MultiNet
Real-time Joint Semantic Reasoning for Autonomous Driving
fregu856/navigation_2d
ROS nodes to navigate a mobile robot in a planar environment
fregu856/OpenCV-camera-calibration
fregu856/RaspberryPI-Robot
fregu856/sim_robot
fregu856/tendo
Official repository of python tendo library, always welcoming new contributions.
fregu856/TensorFlow-ENet
TensorFlow implementation of ENet
fregu856/Test
fregu856/vqa-mcb
fregu856/VS2015-Dark-Npp
Visual Studio 2015 Dark Theme for Notepad++