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Krzysztof Kudrynski

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From Perceptron to Deep Learning at Industrial ScaleConfitura 20232023-06-24
Overview of neural networks from basic perceptron concepts to industrial-scale deep learning, explaining that modern production AI uses…
Talk in Polish on
How Autonomous Vehicles WorkConfitura 20222022-06-25
Overview of algorithms used in autonomous vehicles, comparing traditional methods with deep neural networks and showing how neural nets are increasingly…
Talk in Polish on
Artificial Intelligence in Computer VisionConfitura 20192019-06-29
Covers how machines learn to understand images using convolutional neural networks, starting from CNN fundamentals through practical tips to applying…
Talk in Polish on
Deep Learning in Computer VisionVoxxed Days CERN 20192019-05-01
Shows a working pipeline that starts with handcrafted 3x3 filters to detect edges, frames and glasses, then switches to learned filters by training a…
Talk on
Flying services with a droneVoxxed Days Cluj-Napoca 20182018-11-21
A drone, a PC and a lot of patience. These are all the ingredients you need to start your adventure in the emerging world of flying services. We, as fanatic…
Talk on
(Deep) Learning to FlyGOTO Berlin 20182018-10-31
Project builds a mono‑camera autonomous racer on a Parrot AR.Drone using FFmpeg, OpenCV, C++ and Python, with a ResNet-50 fully convolutional depth network…
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Flying services with a droneVoxxed Days Bucharest 20182018-03-22
Built a working indoor drone mapping and delivery prototype using a Parrot AR.Drone controlled from a single Java monolith, OpenCV camera calibration from…
Talk on
(Deep) Learning to FlyVoxxed Days Bucharest 20182018-03-22
Covers building autonomous drones that perceive their environment and navigate while moving, focusing on using (deep) learning to enable safe drone racing in…
Talk in Dutch on
(Deep) Learning to FlyDevoxx Belgium 20172017-11-06
Builds a closed system that maps a single RGB frame to a depth map and low-level controls, using OpenCV, Python, FFmpeg and a Parrot AR.Drone controlled by the…
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