fregu856

deeplabv3

PyTorch implementation of DeepLabV3, trained on the Cityscapes dataset.

papers

I categorize, annotate and write comments for all research papers I read (380+ 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.

2D_detection

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

evaluating_bdl

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

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.

fregu856.github.io

skalman

TSRT10

openpose

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

pytorch-deeplab-xception

DeepLab v3+ model in PyTorch. Support different backbones.

3D_detection

academic-kickstart

Easily create a beautiful website using Academic and Hugo

bayes-by-backprop

PyTorch implementation of "Weight Uncertainty in Neural Networks"

blog

c

cpp

darknet

Convolutional Neural Networks

flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

ml_intro

profinspi

retinanet

stinspi

TSRT10_sim

website