Fredrik Gustafsson (fregu856)

fregu856

Geek Repo

Company:Uppsala University

Location:Uppsala, Sweden.

Home Page:http://www.fregu856.com/

Twitter:@fregu856

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Fredrik Gustafsson's repositories

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

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papers

Summaries of papers on machine learning, computer vision etc.

3DOD_thesis

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

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segmentation

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

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2D_detection

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

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evaluating_bdl

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

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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).

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CS224n_project

Neural Image Captioning in TensorFlow.

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ebms_3dod

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

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ebms_proposals

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

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openpose

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

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pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

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academic-kickstart

Easily create a beautiful website using Academic and Hugo

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bayes-by-backprop

PyTorch implementation of "Weight Uncertainty in Neural Networks"

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darknet

Convolutional Neural Networks

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flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

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