Malte Koch (baudcode)

baudcode

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Location:Berlin

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Malte Koch's starred repositories

dynamic_robot_localization

Point cloud registration pipeline for robot localization and 3D perception

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3D60

Tools accompanying the 3D60 spherical panoramas dataset

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ml-agents

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.

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napari

napari: a fast, interactive, multi-dimensional image viewer for python

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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DiverseDepth

The code and data of DiverseDepth

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cleanir

Official implementation of CLEANIR

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Open3D

Open3D: A Modern Library for 3D Data Processing

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depth-hints

[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs

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VNL_Monocular_Depth_Prediction

Monocular Depth Prediction

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bts

From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation

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sparse-depth-sensing

IROS'16/IJRR "Sparse Sensing for Resource-Constrained Depth Reconstruction"

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jukebox

Code for the paper "Jukebox: A Generative Model for Music"

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higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

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LipGAN

This repository contains the codes for LipGAN. LipGAN was published as a part of the paper titled "Towards Automatic Face-to-Face Translation".

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axcell

Tools for extracting tables and results from Machine Learning papers

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typer

Typer, build great CLIs. Easy to code. Based on Python type hints.

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gl-react

gl-react – React library to write and compose WebGL shaders

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HiDT

Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)

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magenta

Magenta: Music and Art Generation with Machine Intelligence

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text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

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tfrecord

Standalone TFRecord reader/writer with PyTorch data loaders

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EffectivePyTorch

PyTorch tutorials and best practices.

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mkdocs-material

Documentation that simply works

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Automatic-Image-Captioning

A neural network architecture(CNN+LSTM) that automatically generates captions from the images. The model uses ResNet architecture to train the Encoder while DecoderRNN has to be trained with our choice of trainable parameters. I have trained the model on the Microsoft Common Objects in COntext (MS COCO) dataset and have tested the network on fictitious images!

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cortex

Production infrastructure for machine learning at scale

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covid-chestxray-dataset

We are building an open database of COVID-19 cases with chest X-ray or CT images.

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COVID-Net

COVID-Net Open Source Initiative

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the-art-of-command-line

Master the command line, in one page

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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