Malte Koch's starred repositories
dynamic_robot_localization
Point cloud registration pipeline for robot localization and 3D perception
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
DiverseDepth
The code and data of DiverseDepth
depth-hints
[ICCV 2019] Depth Hints are complementary depth suggestions which improve monocular depth estimation algorithms trained from stereo pairs
VNL_Monocular_Depth_Prediction
Monocular Depth Prediction
sparse-depth-sensing
IROS'16/IJRR "Sparse Sensing for Resource-Constrained Depth Reconstruction"
text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
EffectivePyTorch
PyTorch tutorials and best practices.
mkdocs-material
Documentation that simply works
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!
covid-chestxray-dataset
We are building an open database of COVID-19 cases with chest X-ray or CT images.
the-art-of-command-line
Master the command line, in one page
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.