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Tobias Kupek's Projects

air-pin icon air-pin

Air-PIN is a proof-of-concept to enter four-digit PIN numbers contactless.

avalanche-report icon avalanche-report

Avalance Report is an Action / Skill for the Google Assistant and Amazon Alexa that gets the latest data from the Avalanche Warning Services Tyrol - South Tyrol - Trentino.

cnn-keyleakage icon cnn-keyleakage

In order to defend neural networks against malicious attacks, recent approaches propose the use of secret keys in the training or inference pipelines of learning systems. However, the secrecy of the key is often not discussed. In the Thesis, we explore the issue for the case of a recently proposed key-based deep neural network.

fsm icon fsm

Factorial Snow Model - a multi-physics energy balance model of accumulation and melt of snow on the ground

ghashcode-2020 icon ghashcode-2020

A simple but fun attempt for the Google Hashcode Challenge 2020

lightning icon lightning

Build and train PyTorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.

nanodet icon nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥

torchmetrics icon torchmetrics

Machine learning metrics for distributed, scalable PyTorch applications.

uibk-scheduling-approaches icon uibk-scheduling-approaches

Repository for the practical tasks of the VU "Optimized Scheduling and Resource Management in Distributed Systems".

whos-there icon whos-there

The spiritual successor to knockknock for PyTorch Lightning, get notified when your training ends

wind-forecast icon wind-forecast

Wind Forecast is an Action / Skill for the Google Assistant and Amazon Alexa that tells you about the wind speed, gusts, wind directions and cloud coverage around the world. Up to seven days forecast is available.

yolov7-training icon yolov7-training

A clean, modular implementation of the Yolov7 model family, which uses the official pretrained weights, with utilities for training the model on custom (non-COCO) tasks.

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