Fredrik K. Gustafsson

deeplabv3. PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

papers. I categorize, annotate and write comments for all research papers I read (550+ papers since 2018).

3DOD_thesis. 3D Object Detection for Autonomous Driving in PyTorch, trained on the KITTI dataset.

segmentation. TensorFlow implementation of ENet, trained on the Cityscapes dataset.

evaluating_bdl. Official implementation of "Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision", CVPR Workshops 2020.

2D_detection. TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

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).

CS224n_project. Neural Image Captioning in TensorFlow.

ebms_3dod. Official implementation of "Accurate 3D Object Detection using Energy-Based Models", CVPR Workshops 2021.

regression_uncertainty. Official implementation of "How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts?", TMLR 2023.

ebms_proposals. Official implementation of "Learning Proposals for Practical Energy-Based Regression", AISTATS 2022.

Sommarprojekt16. Python

SignalMC-MED. Official implementation of "SignalMC-MED: A Multimodal Benchmark for Evaluating Biosignal Foundation Models on Single-Lead ECG and PPG", 2026.

Summer17. Makefile

CS-229. Python

skalman. Makefile

fregu856.github.io. HTML

TSRT10. Makefile

pytorch-deeplab-xception. DeepLab v3+ model in PyTorch. Support different backbones.

Awesome-CV. Awesome CV is LaTeX template for your outstanding job application

ORB_SLAM2. Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

openpose. OpenPose: A Real-Time Multi-Person Keypoint Detection And Multi-Threading C++ Library