fraunhoferhhi/ai4mobile-industrial

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fraunhoferhhi/ai4mobile-industrial

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Support code and documentation for the AI4Mobile industrial datasets: iV2V and iV2I+

vvenc

VVenC, the Fraunhofer Versatile Video Encoder

vvdec

VVdeC, the Fraunhofer Versatile Video Decoder

neural-deferred-shading

Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)

omaf.js

HTML5 MSE Playback of MPEG 360 VR Tiled Streaming

Self-Organizing-Gaussians

[ECCV '24] Compressing 3D Gaussian Splats by placing their parameters into a 2D grid with local smoothness

QuaDRiGa

QuaDRiGa, short for QUAsi Deterministic RadIo channel GenerAtor, is used for generating realistic radio channel impulse responses for system-level simulations of mobile radio networks.

X-maps

[CVPRW '23] Real-time depth estimation with an event camera and a laser projector

nncodec

Fraunhofer Neural Network Encoder/Decoder (NNCodec)

DeepCABAC

gaussian_gan_decoder

[CVPRW '24] Turning the output of NeRF based 3D GANs into 3DGS scenes in a single forward pass.

D-NeuS

Recovering Fine Details for Neural Implicit Surface Reconstruction (WACV2023)

vvdecWebPlayer

A minimal proof-of-concept VVC player for the web using WebAssembly

casapose

CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation (BMVC 2022)

xpsnr

A filter plug-in adding support for Extended Perceptually Weighted Peak Signal-to-Noise Ratio (XPSNR) measurements in FFmpeg

spvloc

[ECCV 2024] SPVLoc: Semantic Panoramic Viewport Matching for 6D Camera Localization in Unseen Environments

pred6dof

Code for our ACMM'20 paper "Kalman Filter-based Head Motion Prediction for Cloud-based Mixed Reality"

BerlinV2X

Support code and documentation for the Berlin V2X dataset

Jupyter Notebook

pytorch2tikz

Generate Tikz figures from pytorch models

PLAS

Parallel Linear Assignment Sorting - Sorting multi-dimensional data into locally smooth 2D grids.

BTSeg

BarlowTwin Segementation

DistSensIQE

Models for our paper on "Estimation of distortion sensitivity for visual quality prediction using a convolutional neural network".

CuriouslyEffectiveIQE

Reference implementation for our paper "Curiously Effective Features for Image Quality Prediction"

SOLOPlanes

sidelink-mcs-measurements

Measurement data for the paper "From Empirical Measurements to Augmented Data Rates: A Machine Learning Approach for MCS Adaptation in Sidelink Communication"

libapsm