hummat Goto Github PK

followers: 20.0 following: 10.0 repos: 25.0 gists: 0.0

Name: Matthias Humt

Type: User

Company: @DLR-RM

Bio: PhD student with TU Munich in Robotics and Machine Learning at the German Aerospace Center (DLR)

Twitter: matthiashumt

Location: Munich

Blog: hummat.com

Matthias Humt's Projects

cgtproject

Code and report for the final project of the Computational Game Theory course at Vrije Universitetit Brussel (VUB) WS2017.

convolutional_occupancy_networks

[ECCV'20] Convolutional Occupancy Networks

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

detr

End-to-End Object Detection with Transformers

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

disn

(latest updates and bug fixed) DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction

easy-o3d

An easy-to-use wrapper around some of Open3D's registration functionality.

genesis

A small evolutionary simulation

genre-shapehd

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

hummat.github.io

My personal blog:

if-net

Implicit Feature Network (IF-Net) - Codebase

instant-ngp

Instant neural graphics primitives: lightning fast NeRF and more

mesh-fusion

Python tool for obtaining watertight meshes using TSDF fusion.

neuralangelo

Official implementation of "Neuralangelo: High-Fidelity Neural Surface Reconstruction" (CVPR 2023)

occupancy_networks

This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"

open3d-ml

An extension of Open3D to address 3D Machine Learning tasks

probabilistic_shape_completion

Code for Probabilistic Shape Completion

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

registration

Registration algorithms (e.g. ICP) for Python with PCL backend.

render_kinect

Simulation of Kinect Measurements

reveal.js

The HTML Presentation Framework

saliency

PyTorch implementation of 'Vanilla' Gradient, Grad-CAM, Guided backprop, Integrated Gradients and their SmoothGrad variants.

sparenet

Style-based Point Generator with Adversarial Rendering for Point Cloud Completion (CVPR 2021)

txt2pic

Wrappers of Text-to-Image generation models.

ycb_bigbird_reconstruction

YCB and BigBird 3D mesh reconstruction from high-res RGB images with known camera poses and intrinsics.

hummat Goto Github PK

Matthias Humt's Projects

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